Index _ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | Y | Z _ __abs__() (bridge.utils.import_utils.UnavailableMeta method) __add__() (bridge.diffusion.data.common.diffusion_sample.DiffusionSample method) (bridge.utils.import_utils.UnavailableMeta method) __all__ (in module bridge) (in module bridge.data) (in module bridge.data.builders) (in module bridge.data.collators) (in module bridge.data.energon) (in module bridge.data.megatron_mimo) (in module bridge.data.packing) (in module bridge.data.sources) (in module bridge.diffusion.common.flow_matching.adapters) (in module bridge.diffusion.conversion.nemotron_labs_diffusion) (in module bridge.diffusion.models) (in module bridge.diffusion.models.common) (in module bridge.diffusion.models.flux) (in module bridge.diffusion.models.flux.flow_matching) (in module bridge.diffusion.models.llada15) (in module bridge.diffusion.models.nemotron_labs_diffusion) (in module bridge.diffusion.models.nemotron_labs_diffusion.inference_nemotron_labs_diffusion) (in module bridge.diffusion.models.wan.inference.utils) (in module bridge.diffusion.recipes.flux) (in module bridge.diffusion.recipes.wan) (in module bridge.models) (in module bridge.models.bailing) (in module bridge.models.common) (in module bridge.models.conversion) (in module bridge.models.decorators) (in module bridge.models.decorators.dispatch) (in module bridge.models.deepseek) (in module bridge.models.deepseek.data) (in module bridge.models.deepseek.deepseek_v3_bridge) (in module bridge.models.ernie) (in module bridge.models.ernie_vl) (in module bridge.models.ernie_vl.modeling_ernie45_vl) (in module bridge.models.exaone) (in module bridge.models.exaone.exaone4) (in module bridge.models.exaone.exaone45) (in module bridge.models.exaone.exaone_moe) (in module bridge.models.falcon_h1) (in module bridge.models.gemma) (in module bridge.models.gemma_vl) (in module bridge.models.glm) (in module bridge.models.glm_moe_dsa) (in module bridge.models.glm_moe_dsa.glm5_provider) (in module bridge.models.glm_vl) (in module bridge.models.gpt.gpt_builder) (in module bridge.models.gpt.model_config) (in module bridge.models.gpt_oss) (in module bridge.models.hf_pretrained) (in module bridge.models.hy_v3) (in module bridge.models.hy_v3.hy_v3_bridge) (in module bridge.models.hybrid) (in module bridge.models.hybrid.hybrid_builder) (in module bridge.models.kimi) (in module bridge.models.kimi_vl) (in module bridge.models.kimi_vl.utils) (in module bridge.models.llama) (in module bridge.models.llama_nemotron) (in module bridge.models.logit_dtype) (in module bridge.models.mamba) (in module bridge.models.megatron_mimo) (in module bridge.models.megatron_mimo.conversion) (in module bridge.models.mimo) (in module bridge.models.mimo_v2_flash) (in module bridge.models.minimax_m2) (in module bridge.models.minimax_m2.minimax_m2_bridge) (in module bridge.models.minimax_m3) (in module bridge.models.minimax_m3.modeling_minimax_m3_vl) (in module bridge.models.ministral3) (in module bridge.models.mistral) (in module bridge.models.nemotron) (in module bridge.models.nemotron_omni) (in module bridge.models.nemotron_vl) (in module bridge.models.nemotronh) (in module bridge.models.olmoe) (in module bridge.models.qwen3_asr) (in module bridge.models.qwen3_asr.hf_qwen3_asr.configuration_qwen3_asr) (in module bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr) (in module bridge.models.qwen3_asr.hf_qwen3_asr.processing_qwen3_asr) (in module bridge.models.qwen_audio) (in module bridge.models.qwen_omni) (in module bridge.models.qwen_omni.modeling_qwen3_omni) (in module bridge.models.qwen_vl) (in module bridge.models.qwen_vl.modelling_qwen3_vl) (in module bridge.models.sarvam) (in module bridge.models.stepfun) (in module bridge.models.stepfun.configuration_step37) (in module bridge.models.stepfun.data.flickr8k) (in module bridge.models.stepfun.modelling_step37) (in module bridge.models.stepfun.modelling_step37.attention) (in module bridge.models.stepfun.modelling_step37.image_insert_embedding) (in module bridge.models.stepfun.modelling_step37.model) (in module bridge.models.stepfun.modelling_step37.rope) (in module bridge.models.stepfun.modelling_step37.text_model) (in module bridge.models.stepfun.modelling_step37.transformer_block) (in module bridge.models.stepfun.step37_bridge) (in module bridge.models.stepfun.step37_flickr8k_step) (in module bridge.models.stepfun.step37_provider) (in module bridge.peft.recompute) (in module bridge.recipes.deepseek) (in module bridge.recipes.deepseek.deepseek_v2) (in module bridge.recipes.deepseek.deepseek_v3) (in module bridge.recipes.deepseek.deepseek_v4) (in module bridge.recipes.deepseek.gb200) (in module bridge.recipes.deepseek.gb300) (in module bridge.recipes.deepseek.h100) (in module bridge.recipes.deepseek.h100.deepseek_v2) (in module bridge.recipes.deepseek.h100.deepseek_v3) (in module bridge.recipes.deepseek.h100.deepseek_v4) (in module bridge.recipes.exaone) (in module bridge.recipes.exaone.exaone4) (in module bridge.recipes.exaone.exaone45) (in module bridge.recipes.exaone.exaone_moe) (in module bridge.recipes.exaone.h100) (in module bridge.recipes.exaone.h100.exaone4) (in module bridge.recipes.exaone.h100.exaone45) (in module bridge.recipes.exaone.h100.exaone_moe) (in module bridge.recipes.flux) (in module bridge.recipes.flux.h100) (in module bridge.recipes.flux.h100.flux) (in module bridge.recipes.gemma) (in module bridge.recipes.gemma.gemma2) (in module bridge.recipes.gemma.gemma3) (in module bridge.recipes.gemma.gemma4) (in module bridge.recipes.gemma.h100) (in module bridge.recipes.gemma.h100.gemma2) (in module bridge.recipes.gemma.h100.gemma3) (in module bridge.recipes.gemma.h100.gemma4) (in module bridge.recipes.gemma3_vl) (in module bridge.recipes.gemma3_vl.gemma3_vl) (in module bridge.recipes.gemma3_vl.h100) (in module bridge.recipes.gemma3_vl.h100.gemma3_vl) (in module bridge.recipes.gemma4_vl) (in module bridge.recipes.gemma4_vl.gemma4_vl) (in module bridge.recipes.gemma4_vl.h100) (in module bridge.recipes.gemma4_vl.h100.gemma4_vl) (in module bridge.recipes.glm) (in module bridge.recipes.glm.gb200) (in module bridge.recipes.glm.gb200.glm5) (in module bridge.recipes.glm.glm45) (in module bridge.recipes.glm.h100) (in module bridge.recipes.glm.h100.glm45) (in module bridge.recipes.glm.h100.glm5) (in module bridge.recipes.glm_vl) (in module bridge.recipes.glm_vl.glm_45v) (in module bridge.recipes.glm_vl.h100) (in module bridge.recipes.glm_vl.h100.glm_45v) (in module bridge.recipes.gpt) (in module bridge.recipes.gpt.gpt3_175b) (in module bridge.recipes.gpt.h100) (in module bridge.recipes.gpt.h100.gpt3_175b) (in module bridge.recipes.gpt.h100.vanilla_gpt) (in module bridge.recipes.gpt.vanilla_gpt) (in module bridge.recipes.gpt_oss) (in module bridge.recipes.gpt_oss.gpt_oss) (in module bridge.recipes.gpt_oss.h100) (in module bridge.recipes.gpt_oss.h100.gpt_oss) (in module bridge.recipes.kimi) (in module bridge.recipes.kimi.h100) (in module bridge.recipes.kimi.h100.kimi_k2) (in module bridge.recipes.kimi.kimi_k2) (in module bridge.recipes.kimi_vl) (in module bridge.recipes.kimi_vl.h100) (in module bridge.recipes.kimi_vl.h100.kimi_k25_vl) (in module bridge.recipes.kimi_vl.kimi_k25_vl) (in module bridge.recipes.llama) (in module bridge.recipes.llama.h100) (in module bridge.recipes.llama.h100.llama2) (in module bridge.recipes.llama.h100.llama3) (in module bridge.recipes.llama.llama2) (in module bridge.recipes.llama.llama3) (in module bridge.recipes.minimax) (in module bridge.recipes.minimax.h100) (in module bridge.recipes.minimax.h100.minimax_m3) (in module bridge.recipes.minimax.minimax_m3) (in module bridge.recipes.ministral3) (in module bridge.recipes.ministral3.h100) (in module bridge.recipes.ministral3.h100.ministral3) (in module bridge.recipes.ministral3.ministral3) (in module bridge.recipes.moonlight) (in module bridge.recipes.moonlight.h100) (in module bridge.recipes.moonlight.h100.moonlight_16b) (in module bridge.recipes.moonlight.moonlight_16b) (in module bridge.recipes.nemotron_omni) (in module bridge.recipes.nemotron_omni.h100) (in module bridge.recipes.nemotron_omni.h100.nemotron_omni) (in module bridge.recipes.nemotron_omni.nemotron_omni) (in module bridge.recipes.nemotron_vl) (in module bridge.recipes.nemotron_vl.h100) (in module bridge.recipes.nemotron_vl.h100.nemotron_nano_v2_vl) (in module bridge.recipes.nemotron_vl.nemotron_nano_v2_vl) (in module bridge.recipes.nemotronh) (in module bridge.recipes.nemotronh.gb200) (in module bridge.recipes.nemotronh.gb200.nemotron_3_nano) (in module bridge.recipes.nemotronh.gb200.nemotron_3_super) (in module bridge.recipes.nemotronh.h100) (in module bridge.recipes.nemotronh.h100.nemotron_3_nano) (in module bridge.recipes.nemotronh.h100.nemotron_3_nano_4b) (in module bridge.recipes.nemotronh.h100.nemotron_3_super) (in module bridge.recipes.nemotronh.h100.nemotron_3_ultra) (in module bridge.recipes.nemotronh.h100.nemotron_nano_v2) (in module bridge.recipes.nemotronh.h100.nemotronh) (in module bridge.recipes.nemotronh.nemotron_3_nano) (in module bridge.recipes.nemotronh.nemotron_3_nano_4b) (in module bridge.recipes.nemotronh.nemotron_3_super) (in module bridge.recipes.nemotronh.nemotron_3_ultra) (in module bridge.recipes.nemotronh.nemotron_nano_v2) (in module bridge.recipes.nemotronh.nemotronh) (in module bridge.recipes.olmoe) (in module bridge.recipes.olmoe.h100) (in module bridge.recipes.olmoe.h100.olmoe_7b) (in module bridge.recipes.olmoe.olmoe_7b) (in module bridge.recipes.qwen) (in module bridge.recipes.qwen.gb200) (in module bridge.recipes.qwen.gb200.qwen3_moe) (in module bridge.recipes.qwen.h100) (in module bridge.recipes.qwen.h100.qwen2) (in module bridge.recipes.qwen.h100.qwen3) (in module bridge.recipes.qwen.h100.qwen3_moe) (in module bridge.recipes.qwen.h100.qwen3_next) (in module bridge.recipes.qwen.qwen2) (in module bridge.recipes.qwen.qwen3) (in module bridge.recipes.qwen.qwen35) (in module bridge.recipes.qwen.qwen3_moe) (in module bridge.recipes.qwen.qwen3_next) (in module bridge.recipes.qwen2_audio) (in module bridge.recipes.qwen2_audio.h100) (in module bridge.recipes.qwen2_audio.h100.qwen2_audio) (in module bridge.recipes.qwen2_audio.qwen2_audio) (in module bridge.recipes.qwen_omni.h100) (in module bridge.recipes.qwen_omni.h100.qwen3_omni) (in module bridge.recipes.qwen_omni.qwen3_omni) (in module bridge.recipes.qwen_vl) (in module bridge.recipes.qwen_vl.gb200) (in module bridge.recipes.qwen_vl.gb200.qwen35_vl) (in module bridge.recipes.qwen_vl.h100) (in module bridge.recipes.qwen_vl.h100.qwen25_vl) (in module bridge.recipes.qwen_vl.h100.qwen35_vl) (in module bridge.recipes.qwen_vl.h100.qwen3_vl) (in module bridge.recipes.qwen_vl.qwen25_vl) (in module bridge.recipes.qwen_vl.qwen35_vl) (in module bridge.recipes.qwen_vl.qwen3_vl) (in module bridge.recipes.stepfun) (in module bridge.recipes.stepfun.h100) (in module bridge.recipes.stepfun.h100.step35) (in module bridge.recipes.stepfun.h100.step37) (in module bridge.recipes.stepfun.step35) (in module bridge.recipes.stepfun.step37) (in module bridge.recipes.utils) (in module bridge.recipes.wan) (in module bridge.recipes.wan.h100) (in module bridge.recipes.wan.h100.wan) (in module bridge.training.post_training.dspark) (in module bridge.training.utils.padding_utils) __bool__() (bridge.peft.walk_utils.HasBool method) __call__() (bridge.data.energon.task_encoder_utils.audiohandler method) (bridge.data.energon.task_encoder_utils.videohandler method) (bridge.diffusion.models.common.dgpt_step.DGPTStep method) (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.FluxInferencePipeline method) (bridge.diffusion.models.flux.flux_layer_spec.FluxSingleTransformerBlock method) (bridge.diffusion.models.flux.flux_layer_spec.MMDiTLayer method) (bridge.diffusion.models.flux.flux_step.FluxForwardStep method) (bridge.diffusion.models.wan.wan_step.WanForwardStep method) (bridge.models.decorators.dispatch._Dispatch method) (bridge.models.gpt_full_te_layer_autocast_spec.TETransformerLayerAutocast method) (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM method) (bridge.models.hf_pretrained.masked_lm.PreTrainedMaskedLM method) (bridge.models.hf_pretrained.state.StateDict method) (bridge.models.qwen3_asr.hf_qwen3_asr.processing_qwen3_asr.Qwen3ASRProcessor method) (bridge.models.stepfun.data.flickr8k.template.Step37MultimodalTemplate method) (bridge.peft.base.PEFT method) (bridge.peft.multi_lora.MultiLoRA method) (bridge.training.forward_step_func_types.ForwardStepFunctor method) (bridge.training.forward_step_func_types.FourArgForwardStep method) (bridge.training.forward_step_func_types.ThreeArgForwardStep method) (bridge.training.forward_step_func_types.ThreeArgStateForwardStep method) (bridge.training.forward_step_func_types.TwoArgForwardStep method) (bridge.utils.import_utils.UnavailableMeta method) (bridge.utils.safe_pickle._SafeEnumResolver method) (bridge.utils.safe_pickle._SafeEnumToken method) __contact_emails__ (in module bridge.package_info) __contact_names__ (in module bridge.package_info) __contains__() (bridge.models.hf_pretrained.state.StateDict method) __deepcopy__() (bridge.models.transformer_config.TransformerConfig method) __del__() (bridge.data.datasets.utils._TextMemMapDataset method) (bridge.data.packing.parquet.GPTSFTPackedParquetDataset method) __delete__() (bridge.utils.import_utils.UnavailableMeta method) __delitem__() (bridge.data.energon.nemotron_omni_task_encoder._LegacyVisualTensorMapping method) (bridge.utils.import_utils.UnavailableMeta method) __description__ (in module bridge.package_info) __divmod__() (bridge.utils.import_utils.UnavailableMeta method) __download_url__ (in module bridge.package_info) __enter__() (bridge.training.utils.sig_utils.DistributedSignalHandler method) (bridge.utils.import_utils.UnavailableMeta method) (bridge.utils.import_utils.UnavailableNullContext method) __eq__() (bridge.utils.import_utils.UnavailableMeta method) __exit__() (bridge.training.utils.sig_utils.DistributedSignalHandler method) (bridge.utils.import_utils.UnavailableNullContext method) __floordiv__() (bridge.utils.import_utils.UnavailableMeta method) __ge__() (bridge.utils.import_utils.UnavailableMeta method) __get__() (bridge.utils.import_utils.UnavailableMeta method) __getattr__() (bridge.models.conversion.model_bridge._HFNameSuffixMapping method) (bridge.utils.import_utils.UnavailableMeta method) (in module bridge.models.megatron_mimo) (in module bridge.models.megatron_mimo.conversion) (in module bridge.models.nemotron_omni) __getitem__() (bridge.data.datasets.direct_sft.DirectSFTDataset method) (bridge.data.datasets.gpt_sft.GPTSFTDataset method) (bridge.data.datasets.utils._OnlineSampleMapping method) (bridge.data.datasets.utils._TextMemMapDataset method) (bridge.data.energon.nemotron_omni_task_encoder._LegacyVisualTensorMapping method) (bridge.data.megatron_mimo.dataset.MegatronMIMODataset method) (bridge.data.packing.gpt_sft.GPTSFTPackedDataset method) (bridge.data.packing.parquet.GPTSFTPackedParquetDataset method) (bridge.data.samplers.RandomSeedDataset method) (bridge.diffusion.data.flux.flux_mock_datamodule._MockT2IDataset method) (bridge.diffusion.data.wan.wan_mock_datamodule._MockDataset method) (bridge.models.exaone.exaone_moe.exaone_moe_provider._MTPDenseLayerSpecsList method) (bridge.models.hf_pretrained.state.StateDict method) (bridge.models.hf_pretrained.state.StateSource method) (bridge.models.stepfun.data.flickr8k.flickr8k_loader.Step37Flickr8kDataset method) (bridge.models.stepfun.data.flickr8k.packed_dataloader.MixedPackedDataloader method) (bridge.models.stepfun.data.flickr8k.provider._FixedPackDataset method) (bridge.models.stepfun.step35_bridge._MTPDenseLayerSpecsList method) (bridge.recipes.qwen_vl.qwen25_vl_dataset.MockQwen25VLDataset method) __gt__() (bridge.utils.import_utils.UnavailableMeta method) __hash__() (bridge.utils.import_utils.UnavailableMeta method) __homepage__ (in module bridge.package_info) __iadd__() (bridge.utils.import_utils.UnavailableMeta method) __idx_suffix__ (in module bridge.data.datasets.gpt_sft) (in module bridge.data.datasets.utils) __idx_version__ (in module bridge.data.datasets.gpt_sft) (in module bridge.data.datasets.utils) __ifloordiv__() (bridge.utils.import_utils.UnavailableMeta method) __ilshift__() (bridge.utils.import_utils.UnavailableMeta method) __imul__() (bridge.utils.import_utils.UnavailableMeta method) __index__() (bridge.utils.import_utils.UnavailableMeta method) __invert__() (bridge.utils.import_utils.UnavailableMeta method) __ipow__() (bridge.utils.import_utils.UnavailableMeta method) __irshift__() (bridge.utils.import_utils.UnavailableMeta method) __isub__() (bridge.utils.import_utils.UnavailableMeta method) __iter__() (bridge.data.energon.base_energon_datamodule.EnergonDataloader method) (bridge.data.energon.nemotron_omni_task_encoder._LegacyVisualTensorMapping method) (bridge.data.samplers.MegatronPretrainingBatchSampler method) (bridge.data.samplers.MegatronPretrainingRandomSampler method) (bridge.data.samplers.MegatronPretrainingSampler method) (bridge.models.conversion.mapping_registry.MegatronMappingRegistry method) (bridge.models.hf_pretrained.state.StateDict method) (bridge.models.hf_pretrained.state.StateSource method) (bridge.models.stepfun.data.flickr8k.samplers.LoopedSequentialSampler method) (bridge.models.stepfun.data.flickr8k.samplers.LoopedShuffleSampler method) (bridge.models.stepfun.data.flickr8k.samplers.WeightedRandomSampler method) (bridge.utils.import_utils.UnavailableMeta method) __itruediv__() (bridge.utils.import_utils.UnavailableMeta method) __key__ (bridge.data.energon.hf_task_encoder.HFEnergonSample attribute) (bridge.models.qwen_vl.data.energon.QwenVLPackedTaskSample attribute) (bridge.models.qwen_vl.data.energon.QwenVLTaskSample attribute) __keys__ (bridge.data.energon.hf_task_encoder.HFEnergonBatch attribute) (bridge.models.qwen_vl.data.energon.QwenVLTaskBatch attribute) __keywords__ (in module bridge.package_info) __le__() (bridge.utils.import_utils.UnavailableMeta method) __len__() (bridge.data.datasets.direct_sft.DirectSFTDataset method) (bridge.data.datasets.gpt_sft.GPTSFTDataset method) (bridge.data.datasets.utils._OnlineSampleMapping method) (bridge.data.datasets.utils._TextMemMapDataset method) (bridge.data.energon.nemotron_omni_task_encoder._LegacyVisualTensorMapping method) (bridge.data.megatron_mimo.dataset.MegatronMIMODataset method) (bridge.data.packing.parquet.GPTSFTPackedParquetDataset method) (bridge.data.samplers.MegatronPretrainingBatchSampler method) (bridge.data.samplers.MegatronPretrainingRandomSampler method) (bridge.data.samplers.MegatronPretrainingSampler method) (bridge.data.samplers.RandomSeedDataset method) (bridge.diffusion.data.flux.flux_mock_datamodule._MockT2IDataset method) (bridge.diffusion.data.wan.wan_mock_datamodule._MockDataset method) (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.FlowMatchEulerDiscreteScheduler method) (bridge.models.conversion.mapping_registry.MegatronMappingRegistry method) (bridge.models.hf_pretrained.state.StateDict method) (bridge.models.hf_pretrained.state.StateSource method) (bridge.models.stepfun.data.flickr8k.flickr8k_loader.Step37Flickr8kDataset method) (bridge.models.stepfun.data.flickr8k.packed_dataloader.MixedPackedDataloader method) (bridge.models.stepfun.data.flickr8k.provider._FixedPackDataset method) (bridge.models.stepfun.data.flickr8k.template.MultimodalSFTSample method) (bridge.recipes.qwen_vl.qwen25_vl_dataset.MockQwen25VLDataset method) (bridge.utils.import_utils.UnavailableMeta method) __license__ (in module bridge.package_info) __lshift__() (bridge.utils.import_utils.UnavailableMeta method) __lt__() (bridge.diffusion.data.common.diffusion_sample.DiffusionSample method) (bridge.utils.import_utils.UnavailableMeta method) __mul__() (bridge.utils.import_utils.UnavailableMeta method) __ne__() (bridge.utils.import_utils.UnavailableMeta method) __neg__() (bridge.utils.import_utils.UnavailableMeta method) __new__() (bridge.models.minimax_m2.minimax_m2_provider.FullDimKNorm method) (bridge.models.minimax_m2.minimax_m2_provider.FullDimQNorm method) (bridge.utils.import_utils.UnavailableMeta method) __next__() (bridge.data.energon.base_energon_datamodule.EnergonDataloader method) (bridge.models.stepfun.data.flickr8k.samplers.LoopedSequentialSampler method) (bridge.models.stepfun.data.flickr8k.samplers.LoopedShuffleSampler method) (bridge.models.stepfun.data.flickr8k.samplers.WeightedRandomSampler method) __package_name__ (in module bridge.package_info) __post_init__() (bridge.data.builders.gpt_sft.FinetuningDatasetConfig method) (bridge.data.packing.config.PackedSequenceSpecs method) (bridge.diffusion.data.flux.flux_energon_datamodule.FluxDataModuleConfig method) (bridge.diffusion.data.flux.flux_energon_datamodule.FluxDatasetConfig method) (bridge.diffusion.data.flux.flux_mock_datamodule.FluxMockDataModuleConfig method) (bridge.diffusion.data.wan.wan_energon_datamodule.WanDataModuleConfig method) (bridge.diffusion.data.wan.wan_energon_datamodule.WanDatasetConfig method) (bridge.diffusion.data.wan.wan_mock_datamodule.WanMockDataModuleConfig method) (bridge.models.conversion.param_mapping.LocalHFParamSpec method) (bridge.models.distillation_provider.DistillationProvider method) (bridge.models.mamba.mamba_builder.MambaModelConfig method) (bridge.models.mamba.mamba_provider.MambaModelProvider method) (bridge.models.megatron_mimo.conversion.orchestrator.MIMOComponent method) (bridge.models.megatron_mimo.llava_provider.LlavaMegatronMIMOProvider method) (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider method) (bridge.models.minimax_m3.minimax_m3_bridge.MiniMaxM3ModelProvider method) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35TokenClassificationModelProvider method) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider method) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider method) (bridge.models.stepfun.data.flickr8k.provider.Step37Flickr8kSFTDataProvider method) (bridge.models.transformer_config.HeterogeneousTransformerConfig method) (bridge.models.transformer_config.MLATransformerConfig method) (bridge.models.transformer_config.TransformerConfig method) (bridge.peft.canonical_lora.CanonicalLoRA method) (bridge.peft.dora.DoRA method) (bridge.training.config.DistributedDataParallelConfig method) (bridge.training.config.GPTDatasetConfig method) (bridge.training.config.OptimizerConfig method) (bridge.training.tokenizers.config.TokenizerConfig method) __pow__() (bridge.utils.import_utils.UnavailableMeta method) __radd__() (bridge.diffusion.data.common.diffusion_sample.DiffusionSample method) (bridge.utils.import_utils.UnavailableMeta method) __rdivmod__() (bridge.utils.import_utils.UnavailableMeta method) __reduce__() (bridge.data.datasets.utils._OnlineSampleMapping method) __reduce_ex__() (bridge.data.datasets.utils._OnlineSampleMapping method) __repository_url__ (in module bridge.package_info) __repr__() (bridge.models.conversion.auto_bridge.AutoBridge method) (bridge.models.conversion.mapping_registry.MegatronMappingRegistry method) (bridge.models.conversion.peft_bridge._AbsentProjectionSentinel method) (bridge.models.decorators.dispatch._Dispatch method) (bridge.models.hf_pretrained.causal_lm._ConfigOnlyPretrainedShim method) (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM method) (bridge.models.hf_pretrained.masked_lm.PreTrainedMaskedLM method) (bridge.models.hf_pretrained.state.StateDict method) __restore_key__ (bridge.models.qwen_vl.data.energon.QwenVLPackedTaskSample attribute) (bridge.models.qwen_vl.data.energon.QwenVLTaskSample attribute) __rfloordiv__() (bridge.utils.import_utils.UnavailableMeta method) __rlshift__() (bridge.utils.import_utils.UnavailableMeta method) __rmul__() (bridge.utils.import_utils.UnavailableMeta method) __rpow__() (bridge.utils.import_utils.UnavailableMeta method) __rrshift__() (bridge.utils.import_utils.UnavailableMeta method) __rshift__() (bridge.utils.import_utils.UnavailableMeta method) __rsub__() (bridge.utils.import_utils.UnavailableMeta method) __rtruediv__() (bridge.utils.import_utils.UnavailableMeta method) __sample_type__ (bridge.data.energon.task_encoder_utils.ChatMLWebdataset attribute) __setattr__() (bridge.models.distillation_provider.DistillationProvider method) (bridge.models.gpt.model_config.BridgeGPTModelConfig method) (bridge.models.nemotron_omni.nemotron_omni_sound.BridgeSoundEncoder method) (bridge.training.mixed_precision.MixedPrecisionConfig method) __setitem__() (bridge.data.energon.nemotron_omni_task_encoder._LegacyVisualTensorMapping method) (bridge.utils.import_utils.UnavailableMeta method) __setstate__() (bridge.utils.safe_pickle._SafeEnumResolver method) (bridge.utils.safe_pickle._SafeEnumToken method) __shortversion__ (in module bridge.package_info) __slots__ (bridge.models.conversion.peft_bridge._AbsentProjectionSentinel attribute) (bridge.models.decorators.dispatch._Dispatch attribute) (bridge.utils.safe_pickle._SafeEnumResolver attribute) (bridge.utils.safe_pickle._SafeEnumToken attribute) __str__() (bridge.data.datasets.utils._OnlineSampleMapping method) __sub__() (bridge.utils.import_utils.UnavailableMeta method) __subflavors__ (bridge.data.energon.hf_task_encoder.HFEnergonBatch attribute) (bridge.data.energon.hf_task_encoder.HFEnergonSample attribute) (bridge.models.qwen_vl.data.energon.QwenVLPackedTaskSample attribute) (bridge.models.qwen_vl.data.energon.QwenVLTaskBatch attribute) (bridge.models.qwen_vl.data.energon.QwenVLTaskSample attribute) __truediv__() (bridge.utils.import_utils.UnavailableMeta method) __version__ (in module bridge.package_info) _abort_async_checkpoint_worker() (in module bridge.training.pretrain) _AbsentProjectionSentinel (class in bridge.models.conversion.peft_bridge) _acceptance_report() (in module bridge.training.post_training.dspark.loss) _accumulate_grouped_export() (bridge.models.conversion.model_bridge.MegatronModelBridge method) _accumulator_to_int() (in module bridge.training.utils.flop_utils) _ACTIVATION_FUNC_TO_STR (in module bridge.utils.activation_map) _active_total_samples() (bridge.data.samplers.MegatronPretrainingBatchSampler method) _ADAPTERS (in module bridge.data.sources.hf_adapters) _add_audio_inputs() (in module bridge.models.nemotron_omni.data.collate_fn) _add_bias() (bridge.models.kimi.kimi_k3_layers.KimiK3TransformerLayer static method) _add_flops_accumulator() (in module bridge.training.utils.flop_utils) _add_quantization_mappings() (bridge.models.conversion.mapping_registry.MegatronMappingRegistry method) _add_separate_layernorm_mappings() (bridge.models.conversion.mapping_registry.MegatronMappingRegistry method) _add_speaker_and_signal() (in module bridge.data.datasets.utils) _adjust_gemma2_vocab_size() (in module bridge.recipes.gemma.h100.gemma2) _adjust_gemma3_vocab_size() (in module bridge.recipes.gemma.h100.gemma3) _adjust_image_placeholders() (in module bridge.models.nemotron_omni.data.collate_fn) _alias_matches (bridge.peft.module_matcher.ModuleMatcher attribute) _alias_to_pattern (bridge.peft.module_matcher.ModuleMatcher attribute) _align_assistant_mask_to_padded_ids() (in module bridge.data.conversation_processing) _align_expert_weight_to_shape() (in module bridge.models.conversion.param_mapping) _aligned_sequence_length() (in module bridge.models.qwen_vl.data.energon) _All2AllHp2Sp (class in bridge.peft.utils) _ALL_COMPONENT_LORA_TARGET_MODULES (in module bridge.recipes.nemotron_vl.h100.nemotron_nano_v2_vl) _ALLOW_PRIVATE_URL_FETCH_ENV (in module bridge.models.nemotron_vl.nemotron_vl_utils) _ALLOWED_PRIVATE_TARGETS (in module bridge.utils.instantiate_utils) _ALLOWED_TARGET_PREFIXES (in module bridge.utils.instantiate_utils) _allreduce_shared_expert_grad() (bridge.peft.utils.ParallelLinearAdapter method) _amax (bridge.models.conversion.modelopt_utils._Nvfp4WeightQuantizerView attribute) _append_rank_offset() (in module bridge.peft.utils) _apply_cfgs() (bridge.training.comm_overlap.CommOverlapConfig method) _apply_chat_template() (bridge.models.stepfun.data.flickr8k.template.Step37MultimodalTemplate method) _apply_context_parallel_sharding() (bridge.models.nemotron_omni.modeling_nemotron_omni.NemotronOmniModel method) _apply_deepseek_v3_64gpu_gb300_fsdp_configs() (in module bridge.perf_recipes.deepseek.common) _apply_deepseek_v4_b200_overrides() (in module bridge.perf_recipes.deepseek.b200.deepseek_v4) _apply_deepseek_v4_b300_overrides() (in module bridge.perf_recipes.deepseek.b300.deepseek_v4) _apply_deepseek_v4_lora() (in module bridge.recipes.deepseek.deepseek_v4) _apply_exaone45_common() (in module bridge.recipes.exaone.h100.exaone45) _apply_exaone4_common() (in module bridge.recipes.exaone.h100.exaone4) _apply_exaone_moe_common() (in module bridge.recipes.exaone.h100.exaone_moe) _apply_expert_axis_factory() (bridge.peft.utils.ParallelLinearAdapter method) _apply_freezing() (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider method) _apply_gemma4_vl_common() (in module bridge.recipes.gemma4_vl.h100.gemma4_vl) _apply_glu_interleave_to_tensor_data() (in module bridge.training.checkpointing) _apply_gpt_oss_120b_full_iter_fp8mx_configs() (in module bridge.perf_recipes.gpt_oss.common) _apply_gpt_oss_20b_common_configs() (in module bridge.perf_recipes.gpt_oss.common) _apply_gpt_oss_20b_local_graph_configs() (in module bridge.perf_recipes.gpt_oss.common) _apply_gpt_oss_20b_transformer_engine_graph_configs() (in module bridge.perf_recipes.gpt_oss.common) _apply_grouped_expert_swiglu_sharded_factory() (in module bridge.peft.utils) _apply_k_exaone_2_0_topology() (in module bridge.recipes.exaone.h100.exaone_moe) _apply_kimi_k2_optimizer() (in module bridge.recipes.kimi.h100.kimi_k2) _apply_mixed_precision_wrapper() (in module bridge.models.model_provider) _apply_moonlight_16b_finetuning_convergence_contract() (in module bridge.recipes.moonlight.h100.moonlight_16b) _apply_nemotron_3_5_lightning_defaults() (in module bridge.perf_recipes.nemotronh.b200.nemotronh) (in module bridge.perf_recipes.nemotronh.b300.nemotronh) _apply_nemotron_3_nano_perf_defaults() (in module bridge.perf_recipes.nemotronh.common) _apply_nemotron_3_super_perf_defaults() (in module bridge.perf_recipes.nemotronh.common) _apply_nemotron_3_ultra_fsdp_hsdp() (in module bridge.perf_recipes.nemotronh.common) _apply_nemotron_3_ultra_perf_defaults() (in module bridge.perf_recipes.nemotronh.common) _apply_noise() (bridge.diffusion.models.common.dgpt_step.DGPTStep method) _apply_overrides() (in module bridge.training.utils.omegaconf_utils) _apply_peft() (in module bridge.peft.utils) _apply_peft_transformation() (in module bridge.training.setup) _apply_qwen35_common_config() (in module bridge.models.qwen.qwen35_bridge) _apply_qwen35_moe_config() (in module bridge.models.qwen.qwen35_bridge) _apply_qwen35_vl_35b_a3b_16gpu_h100_execution_config() (in module bridge.recipes.qwen_vl.h100.qwen35_vl) _apply_qwen35_vl_35b_a3b_gb200_functional_defaults() (in module bridge.recipes.qwen_vl.gb200.qwen35_vl) _apply_rank_mask() (bridge.peft.multi_lora_layers.MultiLoRAGroupedExpertLinear method) (bridge.peft.multi_lora_layers.MultiLoRALinear method) _apply_rotary_pos_emb_thd_absolute() (in module bridge.models.ernie_vl.modeling_ernie45_vl.vision_attention) _apply_skipped_tokens() (in module bridge.data.conversation_processing) _apply_tokenized_chat_template() (in module bridge.data.conversation_processing) _apply_vision_rope() (in module bridge.models.minimax_m3.modeling_minimax_m3_vl) _architectures() (in module bridge.models._deprecation) _as_list() (in module bridge.utils.cuda_graph) _as_module_prefix() (in module bridge.utils.instantiate_utils) _as_python_bool() (in module bridge.training.utils.packed_seq_utils) _as_python_int() (in module bridge.training.utils.packed_seq_utils) _as_source() (in module bridge.data.builders.direct_hf_sft) _as_token_id_list() (in module bridge.data.conversation_processing) _assistant_mask_from_boundary_config() (in module bridge.data.conversation_processing) _assistant_mask_from_conversation_turns() (in module bridge.data.conversation_processing) _assistant_mask_from_hf_chat_template() (in module bridge.data.conversation_processing) _attach_ple_modules() (in module bridge.models.gemma.modeling_gemma4) _attach_tools() (in module bridge.models.deepseek.data.collate_fn) _audio_adapter() (in module bridge.data.sources.hf_adapters) _audio_waveform() (in module bridge.models.nemotron_omni.data.collate_fn) _AUTO_BRIDGE_CACHE (in module bridge.training.checkpointing) _batch_dim_for_tensor() (in module bridge.data.megatron_mimo.dp_utils) _benchmark_common() (in module bridge.perf_recipes._common) _bind_dataset_provider_context() (in module bridge.training.setup) _BLEND_PER_SPLIT_TYPE (in module bridge.recipes.utils.dataset_utils) _BLEND_TYPE (in module bridge.recipes.utils.dataset_utils) _bool_config_enabled() (in module bridge.models.qwen_omni.qwen3_omni_provider) _bridge_parallel_state_globals() (in module bridge.models.megatron_mimo.build_model) _bridged_parallel_state() (in module bridge.models.megatron_mimo.conversion.orchestrator) _BridgeImplClass (in module bridge.models.conversion.model_bridge) _broadcast_shared_embeddings() (bridge.models.conversion.model_bridge.MegatronModelBridge method) _broadcast_tensor() (in module bridge.diffusion.models.nemotron_labs_diffusion.inference_nemotron_labs_diffusion) _build_auto_bridge_for_save() (in module bridge.training.checkpointing) _build_data_from_text() (bridge.data.datasets.utils._JSONLMemMapDataset method) (bridge.data.datasets.utils._TextMemMapDataset method) _build_dataloader() (bridge.diffusion.data.flux.flux_mock_datamodule.FluxMockDataModuleConfig method) _build_datasets() (bridge.data.builders.gpt_sft.GPTSFTDatasetBuilder method) _build_default_mimo_conversion_spec() (in module bridge.models.megatron_mimo.conversion.orchestrator) _build_default_mimo_modality_submodules_spec() (in module bridge.models.megatron_mimo.megatron_mimo_provider) _build_default_mimo_provider() (in module bridge.models.megatron_mimo.conversion.orchestrator) _build_default_mimo_routes() (in module bridge.models.megatron_mimo.conversion.orchestrator) _build_dense_provider() (bridge.models.gemma.gemma4_bridge.Gemma4Bridge method) _build_dense_vl_provider() (bridge.models.gemma_vl.gemma4_vl_bridge.Gemma4VLBridge method) _build_distributed_model() (in module bridge.training.setup) _build_expert_slot_routing() (in module bridge.peft.multi_lora_layers) _build_flex_block_mask() (bridge.models.gemma.gemma2_provider.Gemma2FlexDotProductAttention method) _build_generation_config() (bridge.models.hf_pretrained.causal_lm._ConfigOnlyPretrainedShim static method) _build_glm4v_assistant_loss_mask() (in module bridge.models.glm_vl.data.collate_fn) _build_grouped_mm_offsets() (bridge.peft.utils.GroupedExpertLinearAdapter method) _build_hf_modelopt_pre_ep_quant_metadata() (in module bridge.models.conversion.modelopt_utils) _build_in_domain_sampler() (bridge.models.stepfun.data.flickr8k.packed_dataloader.MixedPackedDataloader static method) _build_inputs() (bridge.recipes.qwen_vl.qwen25_vl_dataset.MockQwen25VLDataset method) _build_llm_rope_positions() (in module bridge.models.qwen_vl.modelling_qwen3_vl.rope) _build_lora_hf_names() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _build_loss_mask() (bridge.data.datasets.gpt_sft.GPTSFTDataset method) (bridge.data.packing.gpt_sft.GPTSFTPackedDataset method) _build_memmap_index_files() (in module bridge.data.datasets.utils) _build_moe_metric_writer() (in module bridge.training.utils.train_utils) _build_moe_provider() (bridge.models.gemma.gemma4_bridge.Gemma4Bridge method) _build_nemotron_3_5_lightning_gb200_mxfp8() (in module bridge.perf_recipes.nemotronh.gb200.nemotronh) _build_nemotron_3_5_lightning_gb300_mxfp8() (in module bridge.perf_recipes.nemotronh.gb300.nemotronh) _build_nemotron_3_nano_gb200_mxfp8() (in module bridge.perf_recipes.nemotronh.gb200.nemotronh) _build_nemotron_3_nano_gb300_mxfp8() (in module bridge.perf_recipes.nemotronh.gb300.nemotronh) _build_nemotron_3_super_gb300_mxfp8() (in module bridge.perf_recipes.nemotronh.gb300.nemotronh) _build_nemotron_vl_peft() (in module bridge.recipes.nemotron_vl.h100.nemotron_nano_v2_vl) _build_packed_expert_linear_out_by_base() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _build_packed_seq_params() (in module bridge.models.stepfun.step37_flickr8k_step) _build_padded_assistant_loss_masks() (in module bridge.models.nemotron_omni.data.collate_fn) _build_samples_mapping() (bridge.data.datasets.gpt_sft.GPTSFTChatDataset method) (bridge.data.datasets.gpt_sft.GPTSFTDataset method) (bridge.data.packing.gpt_sft.GPTSFTPackedDataset method) (bridge.data.packing.parquet.GPTSFTPackedParquetDataset method) _build_sharded_state_dict_metadata() (in module bridge.training.checkpointing) _build_sound_encoder() (bridge.models.nemotron_omni.nemotron_omni_provider._NemotronOmniModelProviderBase method) _build_sound_modules() (bridge.models.nemotron_omni.nemotron_omni_provider._NemotronOmniModelProviderBase method) _build_sound_projection_config() (bridge.models.nemotron_omni.nemotron_omni_provider._NemotronOmniModelProviderBase method) _build_split_dataset() (bridge.data.megatron_mimo.hf_provider.HFMegatronMIMODatasetProvider method) (bridge.data.megatron_mimo.mock_provider.MockMegatronMIMOProvider method) _build_standalone_mtp_layout() (in module bridge.recipes.deepseek.h100.deepseek_v3) _build_standard_language_model_spec() (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider method) _build_target_parameter_prefixes() (in module bridge.models.conversion.peft_bridge) _build_text_only_mrope_position_ids() (in module bridge.models.qwen_omni.modeling_qwen3_omni.thinker_model) _build_text_sft_batch() (in module bridge.data.collators.sft) _build_train_packed_dataloader() (bridge.models.stepfun.data.flickr8k.provider.Step37Flickr8kSFTDataProvider method) _build_vision_config() (bridge.models.nemotron_omni.nemotron_omni_provider._NemotronOmniModelProviderBase method) (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider method) _build_vision_packed_seq_params() (in module bridge.models.nemotron_omni.modeling_nemotron_omni) (in module bridge.training.nemotron_omni_step) _build_vision_projection_config() (bridge.models.nemotron_omni.nemotron_omni_provider._NemotronOmniModelProviderBase method) (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider method) _build_vision_submodule_spec() (bridge.models.megatron_mimo.llava_provider.LlavaMegatronMIMOProvider method) _build_worker_config() (bridge.data.energon.base_energon_datamodule.EnergonMultiModalDataModule method) _BUILTIN_SAFE_TYPES (in module bridge.utils.safe_pickle) _bytes_per_parameter() (in module bridge.training.utils.theoretical_memory_utils) _cached_get_key_to_filename_map() (bridge.models.hf_pretrained.state.SafeTensorsStateSource static method) _calculate_scheduler_steps() (bridge.training.config.ConfigContainer method) _calculate_shift() (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.FluxInferencePipeline static method) _can_compile_fullgraph (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRPreTrainedModel attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerTextPreTrainedModel attribute) _can_record_outputs (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRPreTrainedModel attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerForConditionalGeneration attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerTextModel attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerTextPreTrainedModel attribute) _can_use_grouped_mm() (bridge.peft.utils.GroupedExpertLinearAdapter method) (in module bridge.peft.multi_lora_layers) _can_use_te_grouped_linear_fp8() (bridge.peft.utils.GroupedExpertLinearAdapter method) _CANONICAL_COMPLETION_KEY (in module bridge.data.sft_processing) _canonical_omni_bridge() (bridge.models.nemotron_vl.nemotron_vl_bridge.NemotronVLBridge method) _canonical_prompt_completion_values() (in module bridge.data.sft_processing) _CANONICAL_PROMPT_KEY (in module bridge.data.sft_processing) _cast_export_weight_dtype() (bridge.models.conversion.model_bridge.MegatronModelBridge static method) _causal_lm_architecture (bridge.models.conversion.auto_bridge.AutoBridge property) _ce_and_l1_per_token() (in module bridge.training.post_training.dspark.loss) _ceil_to_multiple() (in module bridge.data.collators.sequence_padding) (in module bridge.data.packing.in_batch) _ceil_to_nearest() (bridge.data.datasets.gpt_sft.GPTSFTDataset method) _chat_preprocess() (in module bridge.data.datasets.utils) _chat_template_input_ids() (in module bridge.data.conversation_processing) (in module bridge.data.datasets.utils) _check_no_prefix_overlap() (in module bridge.models.megatron_mimo.conversion.orchestrator) _check_qwen3_5_available() (in module bridge.models.qwen_vl.qwen35_vl_provider) _check_qwen3_5_moe_available() (in module bridge.models.qwen_vl.qwen35_vl_provider) _CHECKPOINT_CLEANUP_LOCK (in module bridge.training.checkpointing) _checkpoint_load_required (bridge.training.config.ConfigContainer attribute) _checkpoint_tensor_shape() (in module bridge.peft.utils) _CHECKPOINT_VERSION (in module bridge.training.checkpointing) _checkpointed_forward() (bridge.models.exaone.exaone45.modelling_exaone45.transformer_block.Exaone45VisionTransformerBlock method) (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_block.Qwen3VLTransformerBlock method) (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_block.Qwen3VLVisionTransformerBlock method) _chunk_terms() (in module bridge.training.post_training.dspark.loss) _cleanup_after_pretrain_failure() (in module bridge.training.pretrain) _cleanup_hf_local_dir_cache() (bridge.models.hf_pretrained.base.PreTrainedBase static method) _clear_attention_state() (in module bridge.diffusion.models.llada15.inference_llada15) _clear_auto_bridge_cache() (in module bridge.training.checkpointing) _clear_derived_spec_fields() (in module bridge.models.megatron_mimo.conversion.mimo_model_io) _clear_kv_cache() (in module bridge.diffusion.models.nemotron_labs_diffusion.inference_nemotron_labs_diffusion) _CLIP_MEAN (in module bridge.models.stepfun.data.flickr8k.preprocess) _CLIP_STD (in module bridge.models.stepfun.data.flickr8k.preprocess) _clone_cpu() (in module bridge.models.conversion.modelopt_utils) _clone_positive_cpu() (in module bridge.models.conversion.modelopt_utils) _CMD_CLEAR_CACHE (in module bridge.diffusion.models.nemotron_labs_diffusion.inference_nemotron_labs_diffusion) _CMD_FORWARD (in module bridge.diffusion.models.nemotron_labs_diffusion.inference_nemotron_labs_diffusion) _CMD_SET_INF_MODE_OFF (in module bridge.diffusion.models.nemotron_labs_diffusion.inference_nemotron_labs_diffusion) _CMD_SET_INF_MODE_ON (in module bridge.diffusion.models.nemotron_labs_diffusion.inference_nemotron_labs_diffusion) _CMD_SET_PARAMS (in module bridge.diffusion.models.nemotron_labs_diffusion.inference_nemotron_labs_diffusion) _CMD_STOP (in module bridge.diffusion.models.nemotron_labs_diffusion.inference_nemotron_labs_diffusion) _co_permute_slot_ids() (in module bridge.peft.multi_lora_layers) _coderforge_adapter() (in module bridge.data.sources.hf_adapters) _coderforge_dataset_config() (in module bridge.recipes.utils.dataset_utils) _coderforge_json_list() (in module bridge.data.sources.hf_adapters) _coerce_mimo_model() (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge static method) _collate_batch_kwargs() (bridge.data.energon.hf_task_encoder.HFTaskEncoder method) _collate_fn() (in module bridge.diffusion.data.flux.flux_mock_datamodule) _collate_ignore_samples() (in module bridge.diffusion.data.wan.wan_mock_datamodule) _collate_in_batch() (bridge.data.datasets.gpt_sft.GPTSFTDataset method) _collate_item() (bridge.data.datasets.gpt_sft.GPTSFTDataset method) _collate_kwargs_for_impl() (in module bridge.data.datasets.direct_sft) _collect_packed_expert_adapter_tensors() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _column_linear() (bridge.models.kimi.kimi_k3_layers.KimiK3Attention method) _common_token_prefix_length() (in module bridge.data.conversation_processing) _CommOverlapConfig (class in bridge.training.comm_overlap) _compatibles (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.FlowMatchEulerDiscreteScheduler attribute) _compose_export_hooks() (in module bridge.models.conversion.modelopt_utils) _compute_2d_freqs() (bridge.models.stepfun.modelling_step37.utils.EncoderRope2D method) _compute_activation_memory_bytes() (in module bridge.training.utils.theoretical_memory_utils) _compute_attention_biases() (bridge.models.gemma_vl.modeling_gemma3_vl.Gemma3VLModel method) _compute_attention_mask() (bridge.models.gemma_vl.modeling_gemma4_vl.Gemma4VLModel method) _compute_default_rope_parameters() (bridge.diffusion.models.common.nemotron_labs_diffusion_attention.Ministral3RotaryEmbedding static method) _compute_freqs() (bridge.models.stepfun.modelling_step37.utils.EncoderRope2D method) _compute_inv_freq() (bridge.models.stepfun.modelling_step37.utils.EncoderRope2D method) _compute_mamba_dim_info() (in module bridge.peft.adapter_wrapper) _compute_modelopt_weight_scale_2_cpu() (in module bridge.models.conversion.modelopt_utils) _compute_per_layer_inputs() (in module bridge.models.gemma.modeling_gemma4) _ConcatBiasMapping (class in bridge.models.ernie_vl.ernie45_vl_bridge) _CONDITIONAL_MOE_FIELDS (bridge.models.gemma.gemma4_bridge.Gemma4Bridge attribute) _config_disables_mtp() (in module bridge.models.conversion.auto_bridge) _CONFIG_FOR_DOC (in module bridge.models.bailing.modeling_bailing_moe_v2) _config_only_pretrained() (bridge.models.conversion.auto_bridge.AutoBridge method) _config_to_dict() (in module bridge.models.minimax_m3.minimax_m3_bridge) _config_value() (in module bridge.models.minimax_m3.minimax_m3_bridge) (in module bridge.models.minimax_m3.modeling_minimax_m3_vl) _ConfigContainerBase (class in bridge.training.utils.config_utils) _ConfigOnlyPretrainedShim (class in bridge.models.hf_pretrained.causal_lm) _configure_kernels() (in module bridge.recipes.nemotronh.h100.nemotron_3_nano_4b) _configure_kimi_vision_attention() (in module bridge.models.kimi_vl.modeling_kimi_k25_vl) _configure_llava_preprocess_contract() (bridge.models.nemotron_omni.nemotron_omni_provider._NemotronOmniModelProviderBase method) _configure_mamba_chunk_size() (in module bridge.models.hybrid.hybrid_provider) _configure_multimodal_attn_impl() (in module bridge.models.qwen_omni.modeling_qwen3_omni.thinker_model) _configure_optimizer() (in module bridge.recipes.nemotronh.h100.nemotron_3_nano_4b) _configure_tokenizer() (in module bridge.recipes.nemotronh.h100.nemotron_3_nano_4b) _construct_adapters_names() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _contains_code_references() (in module bridge.models.config) _context_parallel_index() (bridge.models.nemotron_omni.modeling_nemotron_omni.NemotronOmniModel method) _contiguous_safetensors() (in module bridge.models.hf_pretrained.state) _conversation_contains_boundary_tokens() (in module bridge.data.conversation_processing) _conversation_from_example() (in module bridge.data.conversation_processing) _CONVERSATION_KEYS (in module bridge.data.collators.sft) (in module bridge.data.sft_processing) _conversion_mode() (bridge.models.gemma_vl.gemma4_vl_bridge.Gemma4VLBridge method) _CONVERSION_SPECS (in module bridge.models.megatron_mimo.conversion.orchestrator) _convert_hf_weight_names() (in module bridge.models.conversion.quant_mapping) _convert_hook() (bridge.models.distillation_provider.DistillationProvider method) _convert_loaded_hf_weight() (bridge.models.conversion.model_bridge.MegatronModelBridge static method) _convert_pattern_to_regex() (bridge.models.conversion.mapping_registry.MegatronMappingRegistry method) _convert_pretrained_config_to_dict() (bridge.training.utils.config_utils._ConfigContainerBase class method) _convert_pretrained_config_value_to_dict() (bridge.training.utils.config_utils._ConfigContainerBase class method) _convert_recipe_config_to_dict() (bridge.training.utils.config_utils._ConfigContainerBase class method) _convert_recipe_matcher_to_dict() (bridge.training.utils.config_utils._ConfigContainerBase class method) _convert_to_openai_messages() (in module bridge.data.datasets.utils) _convert_value_to_dict() (bridge.training.utils.config_utils._ConfigContainerBase class method) (in module bridge.models.config) _copy_config_without_runtime_process_groups() (bridge.models.hybrid.hybrid_provider.HybridModelProvider method) _copy_custom_modeling_files() (bridge.models.hf_pretrained.base.PreTrainedBase method) _copy_embedding_to_output_layer() (in module bridge.diffusion.recipes.nemotron_labs_diffusion.continuous_pretraining) _copy_hf_artifacts() (in module bridge.models.megatron_mimo.conversion.orchestrator) _copy_mapping_with_prefixes() (in module bridge.models.nemotron_omni.nemotron_omni_bridge) _cord_v2_adapter() (in module bridge.data.sources.hf_adapters) _CORD_V2_REVISION (in module bridge.recipes.nemotron_omni.h100.nemotron_omni) _count_parameters() (in module bridge.training.utils.theoretical_memory_utils) _count_run() (in module bridge.models.qwen_omni.modeling_qwen3_omni.rope) _count_wildcard_groups() (bridge.models.conversion.param_mapping.MegatronParamMapping static method) _cpu_staging_get_unscaled_state() (in module bridge.training.optim) _create_attention_mask() (bridge.data.datasets.gpt_sft.GPTSFTDataset method) _create_config_from_provider() (bridge.models.conversion.auto_bridge.AutoBridge method) _create_dist_train_pgs() (in module bridge.training.initialize) _create_flex_block_mask (in module bridge.models.gemma.gemma2_provider) _create_fsdp_dtensor_storage_writer() (in module bridge.training.checkpointing) _create_last_layer_hook() (in module bridge.models.common.heads) _create_list_wrapper() (in module bridge.peft.walk_utils) _create_loss_function() (bridge.diffusion.models.flux.flux_step.FluxForwardStep method) (bridge.diffusion.models.wan.wan_step.WanForwardStep method) (in module bridge.diffusion.models.common.dgpt_step) (in module bridge.training.gpt_step) (in module bridge.training.llava_step) _create_loss_function_modelopt() (in module bridge.training.gpt_step) _create_loss_function_sbd() (in module bridge.diffusion.models.common.dgpt_step) _create_model() (in module bridge.models.model_provider) _create_peft_pre_wrap_hook() (in module bridge.training.setup) _create_pg_collection() (in module bridge.training.initialize) _CROSS_ATTENTION_SUPPORTS_HEAD_WISE_GATE (in module bridge.diffusion.models.common.dit_attention) _cu_seqlens_for_cp_partition() (in module bridge.training.gpt_step) _current_moe_mm_token_type_ids (in module bridge.models.ernie_vl.modeling_ernie45_vl.ernie_moe_layer) _CURRENT_PACKED_SEQ_DEVICE_KEYS (in module bridge.training.gpt_step) _CURRENT_PACKED_SEQ_HOST_KEYS (in module bridge.training.gpt_step) _CURRENT_PACKED_SEQ_PARAM_KEYS (in module bridge.training.gpt_step) _current_stage_has_mtp_from_layout() (in module bridge.training.gpt_step) _current_stage_needs_mtp_inputs_from_layout() (in module bridge.training.gpt_step) _cv17_adapter() (in module bridge.data.sources.hf_adapters) _dataclass_to_omegaconf_dict() (in module bridge.training.utils.omegaconf_utils) _deallocate_indexed_dataset_memory() (in module bridge.data.datasets.utils) _decode_audio() (in module bridge.data.sources.hf_adapters) _decode_video_path() (in module bridge.models.nemotron_omni.data.collate_fn) _deep_getattr() (in module bridge.models.qwen_omni.modeling_qwen3_omni.thinker_model) _deepseek_v3_common() (in module bridge.perf_recipes.deepseek.common) _DEEPSEEK_V4_ASSISTANT_TOKEN (in module bridge.data.builders.direct_hf_sft) _DEEPSEEK_V4_ASSISTANT_TOKEN_ID (in module bridge.data.builders.direct_hf_sft) _DEEPSEEK_V4_LORA_TARGET_MODULES (in module bridge.recipes.deepseek.deepseek_v4) _deepseek_v4_mxfp8_quant_recipe() (in module bridge.recipes.deepseek.h100.deepseek_v4) _deepseek_v4_options() (in module bridge.models.deepseek.data.collate_fn) _DEEPSEEK_V4_TOKENIZER_SIZE (in module bridge.data.builders.direct_hf_sft) _deepstack_process() (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_block.Qwen3VLTransformerBlock method) _default_comet_converter() (in module bridge.recipes.run_plugins) _default_fault_tolerance_converter() (in module bridge.recipes.run_plugins) _default_gpt_sft_preprocessing() (in module bridge.data.builders.gpt_sft) _DEFAULT_HF_MODEL_PATH (in module bridge.recipes.nemotron_vl.h100.nemotron_nano_v2_vl) _DEFAULT_HF_PATH (in module bridge.recipes.nemotron_omni.h100.nemotron_omni) _DEFAULT_HF_REVISION (in module bridge.recipes.nemotron_omni.h100.nemotron_omni) _default_ministral3_assistant_mask_boundary_config() (in module bridge.models.ministral3.data.collate_fn) _default_nsys_converter() (in module bridge.recipes.run_plugins) _default_preemption_converter() (in module bridge.recipes.run_plugins) _default_pytorch_profiler_converter() (in module bridge.recipes.run_plugins) _default_rope_init_fn() (in module bridge.models.bailing.modeling_bailing_moe_v2) _DEFAULT_SPIKY_LOSS_FACTOR (in module bridge.training.losses) _default_wandb_converter() (in module bridge.recipes.run_plugins) _defaults (bridge.models.qwen3_asr.hf_qwen3_asr.processing_qwen3_asr.Qwen3ASRProcessorKwargs attribute) _deinterleave_glu_tensor() (in module bridge.training.checkpointing) _delete_cuda_graphs() (in module bridge.training.train) _dense_mapping_registry() (bridge.models.gemma.gemma4_bridge.Gemma4Bridge method) _dense_multi_lora_mm() (in module bridge.peft.multi_lora_layers) _dense_parameters_on_most_loaded_shard() (in module bridge.training.utils.theoretical_memory_utils) _dense_vl_mapping_registry() (bridge.models.gemma_vl.gemma4_vl_bridge.Gemma4VLBridge method) _DEPRECATED_ARCHITECTURES (in module bridge.models._deprecation) _deprecated_model_name() (in module bridge.models._deprecation) _dequant_fp8_blockwise (in module bridge.models.deepseek.deepseek_v3_bridge) (in module bridge.models.minimax_m2.minimax_m2_bridge) _dequant_fp8_blockwise() (in module bridge.models.mimo_v2_flash.mimo_v2_flash_bridge) _derive_qkv_hf_parent() (in module bridge.models.conversion.quant_mapping) _derive_qkv_megatron_parent() (in module bridge.models.conversion.quant_mapping) _DerivedAmaxMapping (class in bridge.models.conversion.quant_mapping) _detect_fp8_params() (bridge.models.conversion.model_bridge.MegatronModelBridge method) _detect_parallelism_type() (bridge.models.conversion.param_mapping.AutoMapping method) _DIRECT_ITERATION_DIR_SENTINEL (in module bridge.training.checkpointing) _disable_cuda_graphs_for_hybrid_load() (in module bridge.training.model_load_save) _disable_native_energon_packing_moe_overlap() (bridge.training.config.ConfigContainer method) _DISALLOWED_CALLABLE_FIELD_NAMES (in module bridge.utils.instantiate_utils) _DISALLOWED_CANONICAL_TARGETS (in module bridge.utils.instantiate_utils) _DISALLOWED_TARGETS (in module bridge.utils.instantiate_utils) _Dispatch (class in bridge.models.decorators.dispatch) _dispatch() (bridge.models.decorators.dispatch._Dispatch method) _divide_exact() (in module bridge.peft.utils) _drop_historical_thinking() (in module bridge.models.deepseek.data.encoding_v4) _drop_readonly_config_properties() (in module bridge.models.conversion.auto_bridge) _DSV4_COMPRESS_RATIO_TO_LAYER_TYPE (in module bridge.models.deepseek.deepseek_v4_bridge) _dsv4_compress_ratios() (in module bridge.models.deepseek.deepseek_v4_bridge) _DSV4_CURRENT_PACKED_SEQ_PARAM_KEYS (in module bridge.models.deepseek.deepseek_v4_step) _DSV4_LAYER_TYPE_TO_COMPRESS_RATIO (in module bridge.models.deepseek.deepseek_v4_bridge) _DSV4_LEGACY_PACKED_SEQ_PARAM_KEYS (in module bridge.models.deepseek.deepseek_v4_step) _dsv4_num_hash_layers() (in module bridge.models.deepseek.deepseek_v4_bridge) _dsv4_use_mxfp4_export() (in module bridge.models.deepseek.deepseek_v4_bridge) _dummy_train_step() (in module bridge.training.train) _duplicated_linear() (bridge.models.kimi.kimi_k3_layers.KimiK3Attention method) _embedding_parameters_on_most_loaded_shard() (in module bridge.training.utils.theoretical_memory_utils) _enable_deepseek_full_iteration_mxfp8() (in module bridge.perf_recipes.deepseek.common) _enable_deepseek_precision_aware_optimizer() (in module bridge.perf_recipes.deepseek.common) _enable_deepseek_transformer_engine_graph() (in module bridge.perf_recipes.deepseek.common) _enable_gpt_oss_blackwell_mxfp8() (in module bridge.recipes.gpt_oss.h100.gpt_oss) _enable_gpt_oss_hopper_fp8_current_scaling() (in module bridge.recipes.gpt_oss.h100.gpt_oss) _enable_hybridep_full_iteration_mxfp8() (in module bridge.perf_recipes.qwen.common) _enable_multimodal_gradient_checkpointing() (in module bridge.models.qwen_omni.modeling_qwen3_omni.thinker_model) _enable_ncclep_bf16() (in module bridge.perf_recipes.gpt_oss.common) _enable_ncclep_mxfp8() (in module bridge.perf_recipes.nemotronh.common) _enable_safe_hybridep_dispatch() (in module bridge.models.transformer_config) _encode_arguments_to_dsml() (in module bridge.models.deepseek.data.encoding_v4) _encode_images() (bridge.models.nemotron_omni.modeling_nemotron_omni.NemotronOmniModel method) _encode_images_for_insert() (bridge.models.stepfun.modelling_step37.model.Step37Model method) _encode_sound() (bridge.models.nemotron_omni.modeling_nemotron_omni.NemotronOmniModel method) _encode_text() (in module bridge.diffusion.models.wan.flow_matching.flow_inference_pipeline) _energon_dataset_config() (in module bridge.recipes.utils.dataset_utils) _energon_factory_init (in module bridge.data.energon.base_energon_datamodule) _energon_load_config (in module bridge.data.energon.base_energon_datamodule) _ENERGON_SAFE_STATE_GLOBALS (in module bridge.utils.safe_pickle) _EnergonUnpickler (class in bridge.utils.safe_pickle) _ensure_finalized() (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider method) _ensure_model_list() (in module bridge.peft.utils) _ensure_reader() (bridge.data.packing.parquet.GPTSFTPackedParquetDataset method) _ernie45_decoder_block_spec() (in module bridge.models.ernie.ernie_45_bridge) _ERNIE45_MOE_HF_CLASS_NAME (in module bridge.models.ernie.ernie_45_bridge) _ERNIE45_VL_MOE_HF_CLASS_NAME (in module bridge.models.ernie_vl.ernie45_vl_bridge) _estimate_assumptions() (in module bridge.training.utils.theoretical_memory_utils) _EXCLUDE_FIELD (in module bridge.training.utils.omegaconf_utils) _expand_image_placeholders() (bridge.models.stepfun.data.flickr8k.template.Step37MultimodalTemplate method) _expand_image_tokens() (in module bridge.models.kimi_vl.data.collate_fn) _expand_image_tokens_and_aligned_mask() (in module bridge.models.kimi_vl.data.collate_fn) _expand_mask() (in module bridge.models.bailing.modeling_bailing_moe_v2) _expand_packed_metadata_for_visual_embeddings() (in module bridge.training.llava_step) _expand_step37_image_placeholders() (in module bridge.models.stepfun.data.flickr8k.template) _expert_axis_info() (bridge.peft.utils.ParallelLinearAdapter method) _expert_idx() (bridge.models.stepfun.step35_bridge.StackedExpertAutoMapping method) (bridge.models.stepfun.step35_bridge.StackedExpertGatedMLPMapping method) _EXPERT_NUMBER_PATTERNS (in module bridge.models.conversion.modelopt_utils) _expert_optimizer_shard_size() (in module bridge.training.utils.theoretical_memory_utils) _expert_param_template() (in module bridge.models.conversion.modelopt_utils) _EXPERT_SKIP_WARNED (in module bridge.peft.multi_lora) _EXPERT_WILDCARD_RE (bridge.models.conversion.quant_mapping.MoeAmaxFanoutMapping attribute) _export_buffer (bridge.models.ernie_vl.ernie45_vl_bridge._ConcatBiasMapping attribute) _expose_language_model_for_cuda_graph_helper() (bridge.models.exaone.exaone45.modelling_exaone45.model.Exaone45Model method) (bridge.models.qwen_vl.modelling_qwen3_vl.model.Qwen3VLModel method) _extract_expert_splits() (bridge.peft.utils.GroupedExpertLinearAdapter method) _extract_image_features() (bridge.models.kimi_vl.modeling_kimi_k25_vl.KimiK25VLModel method) _extract_megatron_lm_args_from_state_dict() (in module bridge.training.checkpointing) _extract_tokenizer_model_name() (bridge.data.builders.gpt_sft.GPTSFTDatasetBuilder method) _fallback_to_alltoall() (in module bridge.training.flex_dispatcher_backend) _feature_dirs_from_default (bridge.training.config.TensorInspectConfig attribute) _fetch_sample_from_memmap() (bridge.data.datasets.utils._TextMemMapDataset method) _ffn_activation_ratio() (in module bridge.training.utils.theoretical_memory_utils) _ffn_projection_factor() (in module bridge.training.utils.theoretical_memory_utils) _field_names() (in module bridge.data.energon.metadata) _filter_source_keys() (bridge.models.hf_pretrained.state.SafeTensorsStateSource static method) _filter_visual_kwargs_for_model() (in module bridge.training.vlm_step) _fim_permute_sequence() (bridge.data.datasets.fim_dataset.GPTFIMDataset method) _fim_split_and_permute_sequence() (bridge.data.datasets.fim_dataset.GPTFIMDataset method) _finalize_qwen3_vl() (in module bridge.perf_recipes.qwen_vl.common) _finalize_qwen3_vl_with_moe_a2a_overlap() (in module bridge.perf_recipes.qwen_vl.common) _finalize_transformer_configs_in_specs() (in module bridge.models.megatron_mimo.megatron_mimo_provider) _find_rank_module() (in module bridge.data.megatron_mimo.dp_utils) _find_safe_loaded_enum() (in module bridge.utils.safe_pickle) _finish_train() (in module bridge.training.train) _FixedPackDataset (class in bridge.models.stepfun.data.flickr8k.provider) _flash_attention_forward() (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2FlashAttention2 method) _flex_attn_func (in module bridge.models.gemma.gemma2_provider) _flux_axes_dims_rope() (in module bridge.diffusion.conversion.flux.flux_bridge) _flux_ffn_hidden_size() (in module bridge.diffusion.conversion.flux.flux_bridge) _format_gpu_scores() (bridge.training.nvrx_straggler.NVRxStragglerDetectionManager static method) _format_list_for_override() (in module bridge.recipes.run_plugins) _format_location() (bridge.models.decorators.dispatch._Dispatch method) _format_no_implementation_error() (bridge.models.decorators.dispatch._Dispatch method) _format_nvfp4_input_scale_for_export() (in module bridge.models.conversion.modelopt_utils) _format_nvfp4_weight_scale_2_for_export() (in module bridge.models.conversion.modelopt_utils) _forward_attention() (bridge.models.gemma.modeling_gemma4.Gemma4DenseTransformerLayer method) _forward_cached() (bridge.models.gemma.gemma3_provider.Gemma3RotaryEmbedding method) (bridge.models.gemma.modeling_gemma4.Gemma4RotaryEmbedding method) (bridge.models.mimo_v2_flash.modeling_mimo_v2_flash.MiMoV2FlashRotaryEmbedding method) _forward_grouped_projection() (bridge.peft.utils.GroupedExpertLinearAdapter method) _forward_kda() (bridge.models.kimi.kimi_k3_layers.KimiK3Attention method) _forward_mla() (bridge.models.kimi.kimi_k3_layers.KimiK3Attention method) _forward_mlp() (bridge.models.gemma.modeling_gemma4.Gemma4DenseTransformerLayer method) (bridge.models.gemma.modeling_gemma4.Gemma4TransformerLayer method) _forward_per_expert() (bridge.peft.utils.GroupedExpertLinearAdapter method) _forward_post_mlp() (bridge.models.gemma.modeling_gemma4.Gemma4TransformerLayer method) _forward_step_common() (in module bridge.training.gpt_step) _forward_te_grouped_linear_fp8() (bridge.peft.utils.GroupedExpertLinearAdapter method) _forward_te_grouped_linear_fp8_on_current_device() (bridge.peft.utils.GroupedExpertLinearAdapter method) _FP4_E2M1_TABLE_VALUES (in module bridge.models.conversion.quantization_utils) _FP8_E4M3_MAX (in module bridge.models.conversion.modelopt_utils) _FP8_E4M3_MIN (in module bridge.models.conversion.modelopt_utils) _fp8_scale_block_size() (bridge.models.conversion.model_bridge.MegatronModelBridge static method) _FrameT (in module bridge.models.nemotron_omni.nemotron_omni_utils) _freeze_parameter_if_present() (in module bridge.training.utils.train_utils) _freeze_parameters() (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRAudioEncoder method) _FullDimQKNormMapping (class in bridge.models.minimax_m2.minimax_m2_bridge) _FullDimRMSNorm (class in bridge.models.minimax_m2.minimax_m2_provider) _fuse_gdn_separate_to_grouped() (in module bridge.models.conversion.param_mapping) _fuse_grouped_projection_names() (in module bridge.models.conversion.modelopt_utils) _FUSED_LAYER_NORM_COLUMN_PARALLEL_SUBSTRING (bridge.models.conversion.param_mapping.AutoMapping attribute) _FUSED_MOE_NVFP4_NAME_MAP (in module bridge.models.conversion.modelopt_utils) _gather_along_last_dim() (bridge.peft.utils.GroupedExpertLinearAdapter method) _gather_amax_by_ep_rank() (bridge.models.conversion.quant_mapping.MoeAmaxFanoutMapping method) _gather_expert_adapter_weight() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _gather_flag_from_rank0() (bridge.training.nvrx_straggler.NVRxStragglerDetectionManager method) _GB300_NVLINK_DOMAIN_GPUS (in module bridge.perf_recipes.nemotronh.common) _gemma4_block_spec (in module bridge.models.gemma.modeling_gemma4) _gemma4_checkpointed_forward() (in module bridge.models.gemma.modeling_gemma4) _gemma4_dense_ffn_hidden_size() (in module bridge.models.gemma.modeling_gemma4) _GEMMA4_E4B_HF_PATH (in module bridge.recipes.gemma.h100.gemma4) _gemma4_layer_accepts_input_ids() (in module bridge.models.gemma.modeling_gemma4) _gemma4_layer_input() (in module bridge.models.gemma.modeling_gemma4) _gemma4_rms_norm() (in module bridge.models.gemma.modeling_gemma4) _gemma4_text_conversion_mode() (in module bridge.recipes.gemma.h100.gemma4) _Gemma4DenseQKVMapping (class in bridge.models.gemma.gemma4_bridge) _Gemma4ProportionalRotaryEmbedding (class in bridge.models.gemma.modeling_gemma4) _Gemma4QKVMapping (class in bridge.models.gemma.gemma4_bridge) _generate_model_state_dict() (in module bridge.training.checkpointing) _generate_random_audio() (in module bridge.data.megatron_mimo.mock_provider) _generate_random_image() (bridge.recipes.qwen_vl.qwen25_vl_dataset.MockQwen25VLDataset method) (in module bridge.data.megatron_mimo.mock_provider) _generate_synthetic_examples() (bridge.data.megatron_mimo.mock_provider.MockMegatronMIMOProvider method) _get_activation_fn() (bridge.peft.utils.ParallelLinearAdapter method) _get_adapter_wrap_module() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _get_all_keys() (bridge.models.hf_pretrained.state.StateDict method) _get_artifact_name_and_version() (in module bridge.training.utils.wandb_utils) _get_base_hf_param_names_for_adapter() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _get_chat_template() (in module bridge.data.conversation_processing) _get_checkpoint_format() (in module bridge.training.checkpointing) _get_config() (bridge.models.conversion.param_mapping.MegatronParamMapping method) _get_config_field() (in module bridge.models.conversion.auto_bridge) _get_core_attentions() (in module bridge.diffusion.models.nemotron_labs_diffusion.inference_nemotron_labs_diffusion) _get_cp_local_vision_embed_indices() (in module bridge.models.qwen_vl.modelling_qwen3_vl.model) _get_deepseek_v3_pipeline_layout() (in module bridge.recipes.deepseek.h100.deepseek_v3) _get_default_language_config() (bridge.models.megatron_mimo.llava_provider.LlavaMegatronMIMOProvider method) _get_dense_batch_on_this_cp_rank() (in module bridge.models.qwen_omni.qwen3_omni_step) _get_dense_lm_mappings() (bridge.models.qwen.qwen35_bridge.Qwen35Bridge static method) _get_dense_mtp_mappings() (bridge.models.qwen.qwen35_bridge.Qwen35Bridge static method) _get_dp_size_from_grid() (in module bridge.training.megatron_mimo_parallel_utils) _get_embedding_group() (in module bridge.models.conversion.model_bridge) _get_embedding_ranks() (in module bridge.training.setup) _get_ep_group() (in module bridge.models.conversion.model_bridge) _get_ernie_decoder_layer_spec() (in module bridge.models.ernie_vl.modeling_ernie45_vl.ernie_decoder_layer_spec) _get_explicit_attribute() (in module bridge.data.conversation_processing) _get_feat_extract_output_lengths() (in module bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr) (in module bridge.models.qwen3_asr.hf_qwen3_asr.processing_qwen3_asr) (in module bridge.models.qwen_omni.modeling_qwen25_omni.rope) (in module bridge.models.qwen_omni.modeling_qwen3_omni.rope) _get_flat_packed_ranges() (in module bridge.models.qwen_vl.modelling_qwen3_vl.rope) _get_func_kwargs() (in module bridge.peft.walk_utils) _get_fused_adapter_linear_out_slices() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _get_glm_45v_pipeline_layout() (in module bridge.recipes.glm_vl.h100.glm_45v) _get_global_non_persistent_checkpoint_dirs() (in module bridge.training.checkpointing) _get_gtp_remat_process_group_kwargs() (in module bridge.models.megatron_mimo.megatron_mimo_provider) _get_header_conversation_type_mask_role() (in module bridge.data.datasets.utils) _get_init_fn() (bridge.peft.utils.ParallelLinearAdapter method) _get_k_eq_v_query_key_value_tensors() (bridge.models.gemma.modeling_gemma4.Gemma4DenseSelfAttention method) _get_k_norm_layout() (in module bridge.models.minimax_m2.minimax_m2_provider) _get_key_config_values() (in module bridge.training.config) _get_kimi_k25_vl_pipeline_layout() (in module bridge.recipes.kimi_vl.h100.kimi_k25_vl) _get_kimi_k2_pipeline_layout() (in module bridge.recipes.kimi.h100.kimi_k2) _get_layer_counts() (in module bridge.training.utils.theoretical_memory_utils) _get_layer_offset() (bridge.models.gpt_full_te_layer_autocast_spec.TETransformerLayerAutocast method) _get_linear_modules() (in module bridge.models.ernie_vl.modeling_ernie45_vl.ernie_decoder_layer_spec) _get_llama_4_attn_scale() (bridge.models.ministral3.ministral3_provider.MinistralTEDotProductAttention static method) (in module bridge.diffusion.models.common.nemotron_labs_diffusion_attention) _get_lora_unwrapped_name() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _get_max_vision_seq_length() (bridge.models.qwen_vl.modelling_qwen3_vl.vision_model.Qwen3VLVisionModel method) _get_mcore_transformer_parent() (in module bridge.training.config) _get_mlp_module_spec() (in module bridge.models.ernie_vl.modeling_ernie45_vl.ernie_decoder_layer_spec) _get_model() (in module bridge.training.mlm_compat.model) _get_model_comm_overlap_cfgs() (bridge.training.comm_overlap.CommOverlapConfig method) _get_model_glu_interleave_sizes() (in module bridge.training.checkpointing) _get_model_instance() (bridge.models.conversion.auto_bridge.AutoBridge method) _get_modelopt_checkpoint_path() (in module bridge.training.post_training.checkpointing) _get_modelopt_tp_process_group() (in module bridge.models.conversion.modelopt_utils) _get_modelopt_weight_amax() (in module bridge.models.conversion.modelopt_utils) _get_module_dp_info() (in module bridge.training.megatron_mimo_step) _get_moe_layer_pattern() (in module bridge.training.utils.theoretical_memory_utils) _get_moe_lm_mappings() (bridge.models.qwen.qwen35_bridge.Qwen35MoEBridge static method) _get_moe_mtp_mappings() (bridge.models.qwen.qwen35_bridge.Qwen35MoEBridge static method) _get_moonlight_pipeline_layout() (in module bridge.recipes.moonlight.h100.moonlight_16b) _get_mtp_packed_seq_params() (in module bridge.models.qwen_vl.modelling_qwen3_vl.text_model) _get_non_default_values() (in module bridge.training.config) _get_non_persistent_iteration() (in module bridge.training.checkpointing) _get_num_experts() (bridge.models.conversion.quant_mapping.MoeAmaxFanoutMapping method) (bridge.models.ernie.ernie_45_bridge.Ernie45Bridge static method) (bridge.models.ernie_vl.ernie45_vl_bridge.Ernie45VLBridge static method) _get_num_experts_for_rank() (bridge.models.conversion.quant_mapping.MoeAmaxFanoutMapping method) _get_num_floating_point_operations_with_runtime_stats() (bridge.diffusion.models.wan.wan_provider.WanModelProvider method) _get_olmoe_pipeline_layout() (in module bridge.recipes.olmoe.h100.olmoe_7b) _get_optimizer_overlap_cfgs() (bridge.training.comm_overlap.CommOverlapConfig method) _get_or_create_mapping() (bridge.models.conversion.modelopt_utils._ModelOptFusedExpertMapping method) (bridge.models.conversion.param_mapping.AutoMapping method) _get_or_initialize_pg_collection() (bridge.models.conversion.auto_bridge.AutoBridge static method) _get_packed_seq_padding_mask() (in module bridge.models.qwen_vl.modelling_qwen3_vl.model) _get_pg_collection() (in module bridge.peft.utils) _get_pg_collection_from_model() (in module bridge.models.conversion.model_bridge) _get_pg_collection_from_module() (in module bridge.peft.utils) _get_pg_collections_from_grids() (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider method) _get_placeholder_mask() (bridge.models.qwen_omni.modeling_qwen3_omni.thinker_model.Qwen3OmniThinkerModel static method) _get_pp_group() (in module bridge.models.conversion.model_bridge) _get_pp_rank() (in module bridge.models.conversion.model_bridge) _get_process_group() (in module bridge.peft.utils) _get_provider_from_model() (bridge.models.conversion.model_bridge.MegatronModelBridge method) _get_samples_mapping() (in module bridge.data.datasets.utils) _get_sarvam_moe_pipeline_layout() (in module bridge.models.sarvam.sarvam_provider) _get_scheduler() (in module bridge.training.optim) _get_shard_spec() (bridge.models.conversion.param_mapping.MegatronParamMapping method) _get_shared_dataset_item() (in module bridge.data.packing.offline) _get_softcap_score_mod() (in module bridge.models.gemma.gemma2_provider) _get_te_fused_adam_class() (in module bridge.training.optim) _get_te_grouped_linear_helper() (bridge.peft.utils.GroupedExpertLinearAdapter method) _get_tensor_parallel_group() (in module bridge.peft.utils) _get_tensor_parallel_group_from_module() (in module bridge.peft.utils) _get_text_config() (bridge.models.ernie_vl.ernie45_vl_bridge.Ernie45VLBridge static method) _get_tied_output_hf_name() (bridge.models.conversion.model_bridge.MegatronModelBridge method) _get_tied_query_key_value_tensors() (bridge.models.gemma.modeling_gemma4.Gemma4SelfAttention method) _get_tp_group() (in module bridge.models.minimax_m2.minimax_m2_provider) _get_train_state_from_state_dict() (in module bridge.training.checkpointing) _get_transformer_engine_projection_submodules() (in module bridge.models.nemotron_omni.nemotron_omni_provider) _get_transformer_layer_spec() (in module bridge.training.mlm_compat.model) _get_unpad_data() (in module bridge.models.bailing.modeling_bailing_moe_v2) _get_vision_config() (in module bridge.training.utils.flop_utils) _get_vision_mappings() (in module bridge.models.qwen_vl.qwen35_vl_bridge) _get_vocab_size() (in module bridge.training.utils.theoretical_memory_utils) _get_wandb_artifact_tracker_filename() (in module bridge.training.utils.wandb_utils) _get_weight_norm() (bridge.peft.dora_layers.DoRALinear method) _glm4v_assistant_mask_boundary_config() (in module bridge.models.glm_vl.data.collate_fn) _GLM52_MODEL_ID (in module bridge.recipes.glm.gb200.glm5) (in module bridge.recipes.glm.h100.glm5) _GLM52_MODEL_REVISION (in module bridge.recipes.glm.gb200.glm5) (in module bridge.recipes.glm.h100.glm5) _GLM52_PP13_LAYOUT (in module bridge.recipes.glm.h100.glm5) _GLM52_PP19_200K_LAYOUT (in module bridge.recipes.glm.h100.glm5) _GLM52_PP6_128K_LAYOUT (in module bridge.recipes.glm.gb200.glm5) _GLM52_VPP2_LAYOUT (in module bridge.recipes.glm.h100.glm5) _gpt_oss_20b_fp8mx_precision() (in module bridge.perf_recipes.gpt_oss.common) _gpt_oss_20b_nvfp4_precision() (in module bridge.perf_recipes.gpt_oss.common) _gpt_provider() (in module bridge.training.mlm_compat.model) _grids (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider attribute) _GROUP_ATTRS (in module bridge.training.eval_context_parallel_rebinding) _grouped_expert_projection_name() (in module bridge.models.conversion.modelopt_utils) _GROUPED_MM_ALIGNMENT_BYTES (in module bridge.peft.multi_lora_layers) _GROUPED_MM_AUTOGRAD_DTYPES (in module bridge.peft.multi_lora_layers) _GROUPED_MM_MIN_CUDA_CAPABILITY (in module bridge.peft.multi_lora_layers) _GroupedExpertAdapterWeight (class in bridge.peft.utils) _gsm8k_adapter() (in module bridge.data.sources.hf_adapters) _gsm8k_dataset_config() (in module bridge.recipes.utils.dataset_utils) _GTP_REMAT_PROCESS_GROUP_ALIASES (in module bridge.models.megatron_mimo.megatron_mimo_provider) _handle_mxfp8_param_buffer_copy() (in module bridge.training.train) _handle_straggler_report() (bridge.training.nvrx_straggler.NVRxStragglerDetectionManager method) _has_generation_chat_template() (in module bridge.models.ministral3.data.collate_fn) _has_global_non_persistent_checkpoint() (in module bridge.training.checkpointing) _has_grouped_mm_layout() (in module bridge.peft.multi_lora_layers) _has_hf_weight_files() (in module bridge.training.utils.checkpoint_utils) _has_moe() (in module bridge.training.utils.theoretical_memory_utils) _has_packed_sequence_metadata() (in module bridge.training.gpt_step) _has_registered_masked_lm_head() (bridge.models.hf_pretrained.masked_lm.PreTrainedMaskedLM static method) _has_skipped_qkv_path_segment() (in module bridge.models.conversion.quant_mapping) _has_unset_data_file() (in module bridge.data.sources.hf) _HAVE_FLEX_ATTN (in module bridge.models.gemma.gemma2_provider) _HCAlphaMapping (class in bridge.models.deepseek.deepseek_v4_bridge) _HCAlphaSecondaryMapping (class in bridge.models.deepseek.deepseek_v4_bridge) _hf_config_to_megatron_kwargs() (bridge.models.conversion.model_bridge.MegatronModelBridge method) _HF_DATASET_PRESETS (in module bridge.data.sources.hf) _HF_DYNAMIC_MODULE_IMPORTS (bridge.models.nemotron_omni.nemotron_omni_bridge.NemotronOmniBridge attribute) _hf_expert_suffix() (bridge.models.glm.glm45_bridge.GLM45Bridge method) (bridge.models.glm_vl.glm_45v_bridge.GLM45VBridge method) _hf_identifier() (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge method) _hf_jsonl_index_paths() (in module bridge.data.builders.gpt_sft) _HF_KNOWN_WEIGHT_FILES (in module bridge.training.utils.checkpoint_utils) _hf_layer_prefix() (bridge.models.gemma.gemma4_bridge.Gemma4Bridge method) (bridge.models.gemma_vl.gemma4_vl_bridge.Gemma4VLBridge method) _HF_LORA_SUFFIXES (in module bridge.models.conversion.peft_bridge) _HF_MODEL_ID (in module bridge.recipes.nemotronh.h100.nemotron_3_nano_4b) _HF_MODEL_REVISION (in module bridge.recipes.nemotronh.h100.nemotron_3_nano_4b) _HF_MODEL_WEIGHT_IGNORE_PATTERNS (in module bridge.training.tokenizers.tokenizer) _hf_mtp_config() (bridge.models.nemotronh.nemotron_h_bridge.NemotronHBridge static method) _HF_PASSTHROUGH_KEYS (bridge.models.nemotron_omni.nemotron_omni_bridge.NemotronOmniBridge attribute) _HF_PASSTHROUGH_PREFIXES (bridge.models.kimi.kimi_k3_bridge.KimiK3Bridge attribute) _HF_PATH (in module bridge.recipes.exaone.h100.exaone4) (in module bridge.recipes.exaone.h100.exaone45) (in module bridge.recipes.exaone.h100.exaone_moe) (in module bridge.recipes.gemma4_vl.h100.gemma4_vl) _HF_PATH_2_0 (in module bridge.recipes.exaone.h100.exaone_moe) _hf_state_source() (bridge.models.glm.glm45_bridge.GLM45Bridge method) (bridge.models.glm_vl.glm_45v_bridge.GLM45VBridge method) _HF_TOKENIZER_SNAPSHOT_ALLOW_PATTERNS (in module bridge.training.tokenizers.tokenizer) _hf_vlm_dataset_config() (in module bridge.recipes.utils.dataset_utils) _HF_WEIGHT_GLOB_PATTERNS (in module bridge.training.utils.checkpoint_utils) _hf_weights_dir() (in module bridge.training.checkpointing) _HFDatasetPreset (class in bridge.data.sources.hf) _HFNameSuffixMapping (class in bridge.models.conversion.model_bridge) _hybrid_provider() (in module bridge.training.mlm_compat.model) _HYBRIDEP_PADDING_FIELDS (in module bridge.models.transformer_config) _identify_start_index_of_subsequence() (in module bridge.data.datasets.utils) _identity_path() (in module bridge.models.stepfun.data.flickr8k.template) _ignore_transformer_engine_extra_state() (in module bridge.models.nemotron_omni.modeling_nemotron_omni) _image_to_tensor() (in module bridge.models.stepfun.data.flickr8k.preprocess) _IMAGES_MODALITY_KEY (in module bridge.models.qwen_vl.qwen35_vl_provider) _images_to_pil() (in module bridge.data.energon.task_encoder_utils) _import_peft_class() (in module bridge.peft.utils) _index_file_exists() (in module bridge.data.datasets.utils) _index_fn() (in module bridge.data.datasets.utils) _infer_attn_pattern() (in module bridge.models.gemma.gemma4_bridge) _infer_final_assistant_start() (in module bridge.data.conversation_processing) _infer_gdn_in_proj_projection_from_name() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _infer_hf_expert_idx() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _infer_qkv_projection_from_name() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _infer_terminal_assistant_content_start() (in module bridge.data.conversation_processing) _inference_forward() (bridge.diffusion.models.common.nemotron_labs_diffusion_attention.NemotronLabsDiffusionAttention method) _inherit_source_adapter_kwargs() (bridge.data.builders.direct_hf_sft.DirectHFSFTDatasetConfig method) _init_adapter() (bridge.peft.lora_layers.LinearAdapter method) _init_embed_audio() (bridge.models.gemma_vl.modeling_gemma4_vl.Gemma4VLModel method) _init_embed_vision() (bridge.models.gemma_vl.modeling_gemma4_vl.Gemma4VLModel method) _init_kda() (bridge.models.kimi.kimi_k3_layers.KimiK3Attention method) _init_mla() (bridge.models.kimi.kimi_k3_layers.KimiK3Attention method) _init_shared_dataset_worker() (in module bridge.data.packing.offline) _init_step_index() (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.FlowMatchEulerDiscreteScheduler method) _init_target_match_state() (bridge.peft.canonical_lora.CanonicalLoRA method) (bridge.peft.module_matcher.ModuleMatcher method) _init_weights() (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2PreTrainedModel method) _initialize_distributed() (in module bridge.training.initialize) _initialize_tp_communicators() (in module bridge.training.initialize) _inject_pg_collection_into_language_spec() (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider method) _inject_pg_collection_into_modality_spec() (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider method) _install_gemma4_dense_load_state_aliases() (in module bridge.models.gemma.gemma4_provider) _install_ple_forward() (in module bridge.models.gemma.modeling_gemma4) _install_tied_kv() (in module bridge.models.gemma.modeling_gemma4) _interleave() (bridge.models.gpt_oss.gpt_oss_bridge.GPTOSSMLPGateUpProjMapping static method) _interleave_glu_tensor() (in module bridge.training.checkpointing) _interleave_qkv() (bridge.peft.canonical_lora.LoRALinearSplitQKV method) _is_adapter_param_name() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _is_autogenerated() (bridge.data.datasets.gpt_sft.GPTSFTDataset method) _is_component_export_representative() (in module bridge.models.megatron_mimo.conversion.orchestrator) _is_dense_config() (bridge.models.gemma.gemma4_bridge.Gemma4Bridge method) _is_empty_path() (in module bridge.diffusion.data.wan.wan_energon_datamodule) _is_enabled_quantizer() (in module bridge.models.conversion.modelopt_utils) _is_existing_file() (in module bridge.data.packing.paths) _is_fused_fc1_gate_proj() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _is_fused_fc1_gate_up() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _is_fused_fc1_up_proj() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _is_fused_qkv() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _is_gated_delta_net_variant() (in module bridge.training.utils.flop_utils) _is_gdn_in_proj_split() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _is_gemma4_sliding_layer() (in module bridge.models.gemma.modeling_gemma4) _is_global_rank_0() (in module bridge.models.stepfun.data.flickr8k.flickr8k_loader) _is_legacy_v2_omni_config() (in module bridge.models.nemotron_vl.nemotron_vl_bridge) _is_local_attn_layer() (in module bridge.models.gemma.gemma3_provider) (in module bridge.models.mimo_v2_flash.modeling_mimo_v2_flash) _is_local_tokenizer_path() (in module bridge.training.tokenizers.tokenizer) _is_model_section() (in module bridge.training.checkpointing) _is_mrope_position_ids() (in module bridge.models.qwen_vl.modelling_qwen3_vl.model) _is_omegaconf_problematic() (in module bridge.training.utils.omegaconf_utils) _is_packed_input_pre_sharded() (in module bridge.models.qwen_vl.modelling_qwen3_vl.model) _is_parquet_file() (in module bridge.data.packing.paths) _is_patch_packed_visual_dict() (in module bridge.data.megatron_mimo.dp_utils) _is_quantized_expert_key() (bridge.models.kimi_vl.kimi_k25_vl_bridge.KimiK25VLBridge method) _is_safe_public_http_url (in module bridge.models.nemotron_vl.nemotron_vl_utils) _is_safetensors_source() (in module bridge.models.megatron_mimo.conversion.orchestrator) _is_same_tensor() (in module bridge.models.conversion.modelopt_utils) _is_space_sensitive() (in module bridge.data.sft_processing) _is_swiglu_fc1_checkpoint_key() (in module bridge.training.checkpointing) _is_synthesized_kv_projection() (bridge.models.gemma.gemma4_bridge.Gemma4Bridge method) _is_te_fp8_enabled() (bridge.peft.utils.GroupedExpertLinearAdapter method) _is_text_only (bridge.diffusion.conversion.nemotron_labs_diffusion.nemotron_labs_diffusion_bridge.NemotronLabsDiffusionBridge attribute) _is_vocab_export_task() (bridge.models.conversion.model_bridge.MegatronModelBridge static method) _ItemT (in module bridge.data.packing.algorithms) _iter_active_routes() (in module bridge.models.megatron_mimo.conversion.orchestrator) _iter_all_modules() (in module bridge.training.eval_context_parallel_rebinding) _iter_grouped_quant_meta() (in module bridge.models.conversion.modelopt_utils) _iter_llada15_attentions() (in module bridge.diffusion.models.llada15.inference_llada15) _iter_modelopt_weight_quantizers() (in module bridge.models.conversion.modelopt_utils) _iter_multi_lora_modules() (in module bridge.peft.multi_lora_layers) _iter_quant_ignore_name_candidates() (in module bridge.models.conversion.modelopt_utils) _iter_sharded_tensor_factories() (in module bridge.peft.utils) _iter_unwrapped_models() (in module bridge.peft.recompute) _ITERATION_DIR_MARKERS (in module bridge.training.utils.checkpoint_utils) _JSONLMemMapDataset (class in bridge.data.datasets.utils) _K_EXAONE_2_0_MTP_NUM_LAYERS (in module bridge.recipes.exaone.h100.exaone_moe) _K_EXAONE_2_0_NUM_LAYERS (in module bridge.recipes.exaone.h100.exaone_moe) _keep_expert_extra_state() (bridge.peft.utils.ParallelLinearAdapter method) _keep_hf_precision_buffers_in_fp32() (in module bridge.models.gemma_vl.modeling_gemma4_vl) _kimi_assistant_mask_boundary_config() (in module bridge.models.kimi_vl.data.collate_fn) _last_user_index() (in module bridge.models.deepseek.data.encoding_v4) _layer_specific_config() (in module bridge.models.exaone.exaone_moe.exaone_moe_provider) _layer_types_from_provider() (in module bridge.models.gemma.gemma4_bridge) _LayerCounts (class in bridge.training.utils.theoretical_memory_utils) _layout_stage_has_mtp() (in module bridge.training.gpt_step) _lazy_import_pyarrow() (in module bridge.data.packing.parquet) _LEGACY_CHAT_ROLE_ALIASES (in module bridge.data.conversation_processing) _legacy_mapping_registry() (bridge.models.nemotron_vl.nemotron_vl_bridge.NemotronVLBridge method) _LEGACY_NEMOTRON_NAME (in module bridge.models._deprecation) _LEGACY_PACKED_SEQ_DEVICE_KEYS (in module bridge.training.gpt_step) _LEGACY_PACKED_SEQ_HOST_KEYS (in module bridge.training.gpt_step) _LEGACY_PACKED_SEQ_PARAM_KEYS (in module bridge.training.gpt_step) _LEGACY_SHARED_EXPERT_ADAPTER_CHECKPOINT_ATTR (in module bridge.peft.utils) _legacy_shared_expert_adapter_key() (in module bridge.peft.utils) _legacy_shared_expert_adapter_matches() (in module bridge.peft.utils) _LegacyVisualTensorMapping (class in bridge.data.energon.nemotron_omni_task_encoder) _linear() (in module bridge.models.kimi.kimi_k3_layers) _llada15_layer_spec() (in module bridge.diffusion.models.llada15.llada15_provider) _LLAMA2_SHAPES (in module bridge.models._deprecation) _llama3_8b_pretrain_2gpu_h100_low_precision() (in module bridge.recipes.llama.h100.llama3) _llama_benchmark_common() (in module bridge.perf_recipes.llama.common) _llava_mapping_registry() (bridge.models.nemotron_omni.nemotron_omni_bridge.NemotronOmniBridge method) _llava_video_adapter() (in module bridge.data.sources.hf_adapters) _lm() (in module bridge.models.stepfun.step37_bridge) _LM_PREFIX (in module bridge.models.stepfun.step37_bridge) _load_and_dequant() (bridge.models.mimo_v2_flash.mimo_v2_flash_bridge.MiMoV2FlashBridge method) (bridge.models.minimax_m2.minimax_m2_bridge.MiniMaxM2Bridge method) _load_and_dequantize() (bridge.models.kimi_vl.kimi_k25_vl_bridge.KimiK25VLBridge method) _load_args_from_checkpoint() (in module bridge.training.mlm_compat.arguments) _load_base_checkpoint() (in module bridge.training.checkpointing) _load_chatml_payload() (in module bridge.data.energon.task_encoder_utils) _load_checkpoint_from_path() (in module bridge.training.checkpointing) _load_config() (bridge.diffusion.conversion.flux.flux_hf_pretrained.PreTrainedFlux method) (bridge.diffusion.conversion.wan.wan_hf_pretrained.PreTrainedWAN method) (bridge.models.hf_pretrained.base.PreTrainedBase method) (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM method) (bridge.models.hf_pretrained.masked_lm.PreTrainedMaskedLM method) _load_dataset() (bridge.data.datasets.gpt_sft.GPTSFTDataset method) (bridge.data.packing.gpt_sft.GPTSFTPackedDataset method) (bridge.data.packing.parquet.GPTSFTPackedParquetDataset method) _load_generation_config() (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM method) _load_global_dist_base_checkpoint() (in module bridge.training.checkpointing) _load_hf_dataset() (bridge.data.megatron_mimo.hf_provider.HFMegatronMIMODatasetProvider method) _load_hf_examples() (in module bridge.data.builders.gpt_sft) _load_hf_pretrained_checkpoint() (in module bridge.training.checkpointing) _load_hf_tokenizer() (in module bridge.models.stepfun.data.flickr8k.template) _load_image() (in module bridge.models.stepfun.data.flickr8k.preprocess) _load_image_processor() (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM method) (bridge.models.hf_pretrained.token_classification.PreTrainedTokenClassification method) _load_model() (bridge.diffusion.conversion.flux.flux_hf_pretrained.PreTrainedFlux method) (bridge.diffusion.conversion.wan.wan_hf_pretrained.PreTrainedWAN method) (bridge.models.hf_pretrained.base.PreTrainedBase method) (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM method) (bridge.models.hf_pretrained.masked_lm.PreTrainedMaskedLM method) (bridge.models.hf_pretrained.token_classification.PreTrainedTokenClassification method) _load_model_state_dict() (in module bridge.training.checkpointing) _load_model_weights_from_checkpoint() (in module bridge.training.checkpointing) _load_non_persistent_base_checkpoint() (in module bridge.training.checkpointing) _load_one_hf_weight() (bridge.models.kimi.kimi_k3_bridge.KimiK3Bridge static method) _load_processor() (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM method) (bridge.models.hf_pretrained.token_classification.PreTrainedTokenClassification method) _load_processors() (bridge.data.megatron_mimo.hf_provider.HFMegatronMIMODatasetProvider method) (bridge.data.megatron_mimo.mock_provider.MockMegatronMIMOProvider method) _load_state_if_exists() (in module bridge.training.fault_tolerance) _load_tensors() (bridge.models.hf_pretrained.state.StateDict method) _load_tokenizer() (bridge.data.megatron_mimo.hf_provider.HFMegatronMIMODatasetProvider method) (bridge.data.megatron_mimo.mock_provider.MockMegatronMIMOProvider method) (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM method) (bridge.models.hf_pretrained.masked_lm.PreTrainedMaskedLM method) _local_causal_attention() (bridge.models.qwen_vl.modelling_qwen3_vl.attention.Qwen3VLSelfAttention static method) _local_jsonl_dataset_config() (in module bridge.recipes.utils.dataset_utils) _local_vlm_dataset_config() (in module bridge.recipes.utils.dataset_utils) _local_vlm_json_source() (in module bridge.recipes.utils.dataset_utils) _LocalExpertColumnMapping (class in bridge.models.conversion.modelopt_utils) _LocalExpertGatedMLPMapping (class in bridge.models.conversion.modelopt_utils) _LocalExpertMappingMixin (class in bridge.models.conversion.modelopt_utils) _LocalExpertReplicatedMapping (class in bridge.models.conversion.modelopt_utils) _LocalExpertRowMapping (class in bridge.models.conversion.modelopt_utils) _locate_row() (bridge.data.packing.parquet.GPTSFTPackedParquetDataset method) _log_detailed() (bridge.diffusion.common.flow_matching.flow_matching_pipeline.FlowMatchingPipeline method) _log_gpu_perf_scores() (bridge.training.nvrx_straggler.NVRxStragglerDetectionManager method) _log_gpu_scores() (bridge.training.nvrx_straggler.NVRxStragglerDetectionManager method) _log_loss_detailed() (bridge.diffusion.common.flow_matching.flow_matching_pipeline.FlowMatchingPipeline method) _log_sequence_parallel_input_regather_fallback() (bridge.peft.utils.ParallelLinearAdapter method) _logit_softcapping() (in module bridge.models.gemma.modeling_gemma4) _LooseGatedMLPMapping (class in bridge.models.conversion.param_mapping) _lora_seq_stats_cache (in module bridge.training.utils.flop_utils) _loss_weight_mask() (in module bridge.training.post_training.dspark.loss) _make_causal_mask() (in module bridge.models.bailing.modeling_bailing_moe_v2) _make_cross_ep_replicated() (in module bridge.peft.utils) _make_energon_dataset() (in module bridge.recipes.qwen_vl.h100.qwen3_vl) _make_fused_branches() (bridge.peft.lora_layers.TEFusedLoRALinear method) _make_grouped_expert_sharded_tensor() (in module bridge.peft.utils) _make_indexed_dataset_compatibility() (in module bridge.data.datasets.utils) _make_lora_branch() (bridge.peft.lora_layers.TEFusedLoRALinear method) _make_lora_param_name() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _make_main_branch() (bridge.peft.lora_layers.TEFusedLoRALinear method) _make_nemotron_omni_energon_dataset() (in module bridge.recipes.nemotron_omni.h100.nemotron_omni) _make_slot_routing_hook() (in module bridge.peft.multi_lora_layers) _make_template() (bridge.models.stepfun.data.flickr8k.provider.Step37Flickr8kSFTDataProvider method) _mamba_provider() (in module bridge.training.mlm_compat.model) _map_module() (in module bridge.peft.walk_utils) _map_module_dict() (in module bridge.peft.walk_utils) _map_module_list() (in module bridge.peft.walk_utils) _mark_sequence_parallel_parameter() (in module bridge.models.gemma.modeling_gemma4) _mark_tp_replicated() (in module bridge.models.kimi.kimi_k3_layers) _mark_trainable_params_for_tp_grad_avg() (bridge.diffusion.models.wan.wan_layer_spec.WanLayerWithAdaLN method) (bridge.diffusion.models.wan.wan_model.WanModel method) _mask_loss() (in module bridge.training.post_training.distillation) _mask_targets() (in module bridge.data.datasets.utils) _masked_loss_sbd_block_diff() (in module bridge.diffusion.models.common.dgpt_step) _match_keys() (bridge.models.hf_pretrained.state.StateDict method) _materialize_dataset_items() (in module bridge.data.packing.offline) _materialize_grouped_expert_adapter_tensor() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _materialize_hf_split() (in module bridge.data.builders.gpt_sft) _max_reduce_modelopt_tp_scalar() (in module bridge.models.conversion.modelopt_utils) _MAX_SCANNED_REPR_CHARS (in module bridge.data.conversation_processing) _maybe_attach_metric_loggers() (in module bridge.training.tensor_inspect) _maybe_barrier() (in module bridge.models.stepfun.data.flickr8k.flickr8k_loader) _maybe_cast_to_list() (bridge.data.datasets.gpt_sft.GPTSFTDataset method) (bridge.data.packing.gpt_sft.GPTSFTPackedDataset method) _maybe_dequantize_fp8() (bridge.models.deepseek.deepseek_v3_bridge.DeepSeekV3Bridge static method) (bridge.models.ministral3.ministral3_bridge.Ministral3Bridge static method) _maybe_destroy_process_group() (in module bridge.training.pretrain) _maybe_pad_vision_sequence_for_cuda_graph() (in module bridge.models.qwen_vl.modelling_qwen3_vl.vision_model) _maybe_register_fsdp_buffers() (in module bridge.training.train) _maybe_update_timeouts() (in module bridge.training.fault_tolerance) _maybe_validate_prompt_template() (bridge.data.datasets.gpt_sft.GPTSFTChatDataset method) (bridge.data.datasets.gpt_sft.GPTSFTDataset method) _MCORE_EXPERT_BIAS_PADDING_MASK_PATCHED (in module bridge.training.gpt_step) _mcore_is_gated_delta_net_variant (in module bridge.training.utils.flop_utils) _MCORE_SCHEDULE_PADDING_MASK_PATCHED (in module bridge.training.gpt_step) _mcore_supports_head_wise_attn_gate() (in module bridge.models.stepfun.step35_bridge) _MEDIA_KEYS (in module bridge.data.sft_processing) _medpix_adapter() (in module bridge.data.sources.hf_adapters) _megatron_global_adapters_info_all_pp_ranks() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _megatron_global_param_names_all_pp_ranks() (bridge.models.conversion.model_bridge.MegatronModelBridge method) _megatron_indexed_dataset_config() (in module bridge.recipes.utils.dataset_utils) _megatron_local_name_to_global() (in module bridge.models.conversion.model_bridge) _member_name() (in module bridge.utils.cuda_graph) _member_name_list() (in module bridge.utils.cuda_graph) _member_names() (in module bridge.utils.cuda_graph) _merge_canonical_adapter_from_weights() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _merge_grouped_export_adapter_weights() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _merge_input_ids_with_image_features() (bridge.models.kimi_vl.modeling_kimi_k25_vl.KimiK25VLModel method) _merge_lora_adapter_weights() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _merge_projected_media() (bridge.models.nemotron_omni.modeling_nemotron_omni.NemotronOmniModel static method) _merge_single_adapter_weight() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _merge_tool_messages() (in module bridge.models.deepseek.data.encoding_v4) _metadata_from_example() (in module bridge.data.collators.sft) _method_supports_keyword() (in module bridge.diffusion.models.common.dit_attention) _MgVitTowerAdapter (class in bridge.models.ernie_vl.modeling_ernie45_vl.model) _middle_pp_stage_needs_batch() (in module bridge.training.gpt_step) _MIN_ITERS_FOR_STEP_TIMEOUT_UPDATE (in module bridge.training.fault_tolerance) _MIN_MCORE_THD_CP_VERSION (in module bridge.training.utils.packed_seq_utils) _MiniMaxM3CheckpointWeight (class in bridge.models.minimax_m3.modeling_minimax_m3_vl) _MINIMUM_TRANSFORMERS_BY_ARCHITECTURE (in module bridge.models.conversion.auto_bridge) _MISSING (in module bridge.models.conversion.auto_bridge) _MISTRAL_SHAPES (in module bridge.models._deprecation) _mock_collate_fn() (in module bridge.diffusion.data.wan.wan_mock_datamodule) _mock_dataset_config() (in module bridge.recipes.utils.dataset_utils) _MOCK_RESPONSE_VOCABULARY (in module bridge.data.builders.mock_vlm_sft) _MockDataset (class in bridge.diffusion.data.wan.wan_mock_datamodule) _MockT2IDataset (class in bridge.diffusion.data.flux.flux_mock_datamodule) _model_bridge (bridge.models.conversion.auto_bridge.AutoBridge property) (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge property) _model_collate_key() (in module bridge.data.builders.direct_hf_sft) _MODEL_COLLATE_SPECS (in module bridge.data.collators.registry) _model_config() (in module bridge.recipes.nemotronh.h100.nemotron_3_nano_4b) _model_forward() (in module bridge.diffusion.models.nemotron_labs_diffusion.inference_nemotron_labs_diffusion) _model_identifier() (in module bridge.models._deprecation) _model_merge_row_lengths() (in module bridge.models.nemotron_omni.data.collate_fn) _model_omits_mtp() (in module bridge.models.conversion.auto_bridge) _model_state_dict() (in module bridge.peft.utils) _ModelCollateSpec (class in bridge.data.collators.registry) _modelopt_pre_ep_mapping() (in module bridge.models.conversion.modelopt_utils) _ModelOptFusedExpertMapping (class in bridge.models.conversion.modelopt_utils) _ModelOptFusedGatedExpertMapping (class in bridge.models.conversion.modelopt_utils) _MODULE_TYPE_REGISTRY (bridge.models.conversion.param_mapping.AutoMapping attribute) _module_uses_fsdp() (in module bridge.models.conversion.param_mapping) _module_value() (in module bridge.utils.cuda_graph) _moe_mapping_registry() (bridge.models.gemma.gemma4_bridge.Gemma4Bridge method) _moe_routed_expert_mappings() (in module bridge.models.qwen.qwen35_bridge) _moe_vl_mapping_registry() (bridge.models.gemma_vl.gemma4_vl_bridge.Gemma4VLBridge method) _MoeMetricFanoutWriter (class in bridge.training.utils.train_utils) _moonlight_16b_finetuning_model_provider() (in module bridge.recipes.moonlight.h100.moonlight_16b) _MOONLIGHT_16B_FINETUNING_UNPADDED_VOCAB_SIZE (in module bridge.recipes.moonlight.h100.moonlight_16b) _MOONLIGHT_16B_MODEL_ID (in module bridge.recipes.moonlight.h100.moonlight_16b) _moonlight_16b_model_provider() (in module bridge.recipes.moonlight.h100.moonlight_16b) _MOONLIGHT_16B_MODEL_REVISION (in module bridge.recipes.moonlight.h100.moonlight_16b) _move_frozen_params_to_device() (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider static method) _mtp_source_key_prefixes() (in module bridge.models.conversion.auto_bridge) _MTPDenseLayerSpecsList (class in bridge.models.exaone.exaone_moe.exaone_moe_provider) (class in bridge.models.stepfun.step35_bridge) _MTPFlatteningMapping (class in bridge.models.nemotronh.nemotron_h_bridge) _MTPFlatteningQKVMapping (class in bridge.models.nemotronh.nemotron_h_bridge) _MULTI_LORA_TYPES (in module bridge.peft.multi_lora_layers) _MULTIMODAL_KEYS (in module bridge.models.qwen_omni.qwen3_omni_step) _multiple_truncation() (bridge.data.datasets.gpt_sft.GPTSFTDataset method) _narrow_token_counts_to_window() (in module bridge.peft.multi_lora_layers) _native_conversation_adapter() (in module bridge.data.sources.hf_adapters) _needs_data_for_module() (in module bridge.data.megatron_mimo.dp_utils) _needs_hf_write() (in module bridge.data.builders.gpt_sft) _NEMOTRON_3_5_LIGHTNING_MODEL_ID (in module bridge.perf_recipes.nemotronh.b200.nemotronh) (in module bridge.perf_recipes.nemotronh.b300.nemotronh) (in module bridge.perf_recipes.nemotronh.gb200.nemotronh) (in module bridge.perf_recipes.nemotronh.gb300.nemotronh) (in module bridge.perf_recipes.nemotronh.h100.nemotronh) (in module bridge.recipes.nemotronh.h100.nemotron_3_nano) _NEMOTRON_3_5_LIGHTNING_MODEL_REVISION (in module bridge.perf_recipes.nemotronh.b200.nemotronh) (in module bridge.perf_recipes.nemotronh.b300.nemotronh) (in module bridge.perf_recipes.nemotronh.gb200.nemotronh) (in module bridge.perf_recipes.nemotronh.gb300.nemotronh) (in module bridge.perf_recipes.nemotronh.h100.nemotronh) (in module bridge.recipes.nemotronh.h100.nemotron_3_nano) _nemotron_3_nano_finetune_model() (in module bridge.recipes.nemotronh.h100.nemotron_3_nano) _NEMOTRON_3_NANO_MODEL_ID (in module bridge.recipes.nemotronh.gb200.nemotron_3_nano) (in module bridge.recipes.nemotronh.h100.nemotron_3_nano) _nemotron_3_nano_peft_8gpu_h100_bf16_config() (in module bridge.recipes.nemotronh.h100.nemotron_3_nano) _nemotron_3_super_nvfp4_precision() (in module bridge.perf_recipes.nemotronh.common) _nemotron_3_super_pretrain_64gpu_h100_bf16_config() (in module bridge.recipes.nemotronh.h100.nemotron_3_super) _nemotron_3_ultra_gb300_fp8mx_config() (in module bridge.perf_recipes.nemotronh.gb300.nemotronh) _NEMOTRON_H_V1_NAME (in module bridge.recipes.nemotronh.h100.nemotronh) _NEMOTRON_H_V1_SHAPES (in module bridge.models._deprecation) _nemotron_labs_diffusion_common() (in module bridge.diffusion.recipes.nemotron_labs_diffusion.ar_to_dlm) _nemotron_labs_diffusion_cpt_config() (in module bridge.diffusion.recipes.nemotron_labs_diffusion.continuous_pretraining) _NEMOTRON_NANO_V2_NAME (in module bridge.recipes.nemotronh.h100.nemotron_nano_v2) _NEMOTRON_NANO_V2_SHAPES (in module bridge.models._deprecation) _nemotron_omni_base() (in module bridge.recipes.nemotron_omni.h100.nemotron_omni) _NEMOTRON_OMNI_VISUAL_KEYS (in module bridge.models.nemotron_omni.data.collate_fn) _nemotron_vl_assistant_mask_boundary_config() (in module bridge.models.nemotron_vl.data.collate_fn) _nemotron_vl_target_modules() (in module bridge.recipes.nemotron_vl.h100.nemotron_nano_v2_vl) _NemotronOmniModelProviderBase (class in bridge.models.nemotron_omni.nemotron_omni_provider) _next_position_start() (in module bridge.models.qwen_omni.modeling_qwen3_omni.rope) _NO_COPY_KEYS (bridge.models.transformer_config.TransformerConfig attribute) _no_split_modules (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2PreTrainedModel attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRAudioEncoder attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerForConditionalGeneration attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerTextModel attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerTextPreTrainedModel attribute) _NON_PERSISTENT_CKPT_SUBDIR (in module bridge.training.checkpointing) _nonpacked_multimodal_compact_width() (in module bridge.models.nemotron_omni.data.collate_fn) _norm() (bridge.diffusion.models.common.normalization.RMSNorm method) _normalize_assistant_tool_call_arguments() (in module bridge.data.conversation_processing) _normalize_dataset_sampling() (bridge.models.stepfun.data.flickr8k.packed_dataloader.MixedPackedDataloader static method) _normalize_deepseek_v4_conversation() (in module bridge.models.deepseek.data.collate_fn) _normalize_expert_param_name() (bridge.models.conversion.param_mapping.MegatronParamMapping method) _normalize_feature_list() (bridge.models.stepfun.modelling_step37.image_insert_embedding.ImageInsertEmbedding static method) _normalize_glm4v_assistant_content() (in module bridge.models.glm_vl.data.collate_fn) _normalize_hf_config() (in module bridge.models.ernie_vl.modeling_ernie45_vl.model) _normalize_images() (bridge.models.stepfun.data.flickr8k.template.Step37MultimodalTemplate method) _normalize_messages() (bridge.models.stepfun.data.flickr8k.template.Step37MultimodalTemplate method) _normalize_moe_dispatcher_sm_config() (in module bridge.training.model_load_save) _normalize_multimodal_inputs() (in module bridge.models.qwen_omni.qwen3_omni_step) _normalize_pixel_values() (bridge.models.ernie_vl.modeling_ernie45_vl.model.Ernie45VLModel method) _normalize_qwen_video_paths() (in module bridge.models.qwen_vl.data.collate_fn) _normalize_vision_config() (in module bridge.models.ernie_vl.modeling_ernie45_vl.model) _normalize_visual_outputs() (in module bridge.models.qwen_omni.modeling_qwen3_omni.thinker_model) _NUM_WARMUP_ITERS (in module bridge.training.fault_tolerance) _NumpyRestrictedUnpickler (class in bridge.utils.safe_pickle) _NVFP4_AMAX_DENOMINATOR (in module bridge.models.conversion.modelopt_utils) _nvfp4_export_names() (in module bridge.models.conversion.modelopt_utils) _NVFP4_MAXBOUND (in module bridge.models.conversion.modelopt_utils) _Nvfp4InputQuantizerView (class in bridge.models.conversion.modelopt_utils) _Nvfp4WeightQuantizerView (class in bridge.models.conversion.modelopt_utils) _offset_gather_from_ep_ranks() (in module bridge.models.ernie_vl.ernie45_vl_bridge) _OffsetGatedMLPMapping (class in bridge.models.ernie_vl.ernie45_vl_bridge) _OffsetRowParallelMapping (class in bridge.models.ernie_vl.ernie45_vl_bridge) _OnlineSampleMapping (class in bridge.data.datasets.utils) _openai_tool_calls() (in module bridge.models.deepseek.data.encoding_v4) _openai_tools() (in module bridge.models.deepseek.data.encoding_v4) _openmathinstruct2_adapter() (in module bridge.data.sources.hf_adapters) _openmathinstruct2_dataset_config() (in module bridge.recipes.utils.dataset_utils) _OPENMATHINSTRUCT2_REVISION (in module bridge.recipes.nemotronh.h100.nemotron_3_nano) _openmathinstruct2_thinking_adapter() (in module bridge.data.sources.hf_adapters) _openmathinstruct2_thinking_dataset_config() (in module bridge.recipes.utils.dataset_utils) _optimizer_state_is_fp32_adam() (in module bridge.training.optim) _optional_positive_int_attr() (in module bridge.training.utils.theoretical_memory_utils) _order_target_parameters() (in module bridge.models.conversion.peft_bridge) _ORIGINAL_METHOD_ATTRIBUTE (in module bridge.data.energon.base_energon_datamodule) _override_user_cfgs() (bridge.training.comm_overlap.CommOverlapConfig method) _pack_dynamic_images() (in module bridge.models.nemotron_omni.data.collate_fn) _pack_latents() (bridge.diffusion.models.flux.flow_matching.flux_adapter.MegatronFluxAdapter method) (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.FluxInferencePipeline static method) _pack_omni_rows_to_mcore_thd() (in module bridge.models.nemotron_omni.data.collate_fn) _pack_target_parameter_adapter_weights() (in module bridge.models.conversion.peft_bridge) _packed_data_exists() (in module bridge.training.utils.flop_utils) _packed_metadata_for_forward() (in module bridge.models.deepseek.deepseek_v4_step) (in module bridge.training.gpt_step) _packed_path_exists() (bridge.data.builders.gpt_sft.GPTSFTDatasetBuilder method) _PACKED_SEQ_DEVICE_KEYS (in module bridge.training.llava_step) (in module bridge.training.nemotron_omni_step) (in module bridge.training.vlm_step) _PACKED_SEQ_HOST_KEYS (in module bridge.training.llava_step) (in module bridge.training.nemotron_omni_step) (in module bridge.training.vlm_step) _PACKED_SEQ_PARAM_KEYS (in module bridge.training.llava_step) (in module bridge.training.nemotron_omni_step) (in module bridge.training.vlm_step) _PackedMetadataValue (in module bridge.training.gpt_step) _packing_fingerprint() (in module bridge.data.builders.gpt_sft) _pad_and_pack_qwen3_vl_step() (in module bridge.models.qwen_vl.qwen3_vl_step) _pad_or_truncate_2d() (in module bridge.data.collators.sequence_padding) _pad_or_truncate_attention_mask() (in module bridge.data.collators.sequence_padding) _pad_or_truncate_position_ids() (in module bridge.data.collators.sequence_padding) _pad_patch_grid_to_even() (in module bridge.models.nemotron_omni.modeling_nemotron_omni) _pad_right_dim0() (in module bridge.models.conversion.param_mapping) _pad_text_rows() (in module bridge.models.nemotron_omni.data.collate_fn) _pad_tokenized_rows() (in module bridge.data.collators.sft) _pair() (in module bridge.training.post_training.dspark.loss) _parakeet_feature_extractor() (in module bridge.models.nemotron_omni.nemotron_omni_utils) _ParameterCounts (class in bridge.training.utils.theoretical_memory_utils) _parse_slurm_nodelist() (in module bridge.utils.slurm_utils) _partition_model_config_kwargs() (bridge.models.conversion.model_bridge.MegatronModelBridge static method) _partition_packed_batch_contiguous() (in module bridge.models.deepseek.deepseek_v4_step) _partition_packed_batch_for_cp() (in module bridge.training.gpt_step) _patch_fla_kda_hopper_autotune() (in module bridge.models.kimi.kimi_k3_ops) _patch_get_input_embeddings() (in module bridge.models.qwen_omni.modeling_qwen3_omni.thinker_model) _patch_mcore_expert_bias_padding_mask() (in module bridge.training.gpt_step) _patch_mcore_schedule_plan_padding_mask() (in module bridge.training.gpt_step) _patch_ple_block_threading() (in module bridge.models.gemma.modeling_gemma4) _patch_standard_attention_specs() (in module bridge.models.qwen_vl.qwen35_vl_provider) _patch_yarn_concentration_factor() (in module bridge.models.gpt_provider) _patchify_dynamic_images() (bridge.models.nemotron_omni.modeling_nemotron_omni.NemotronOmniModel method) _patchify_frame() (in module bridge.models.nemotron_omni.data.collate_fn) _pattern_to_alias (bridge.peft.module_matcher.ModuleMatcher attribute) _peft_common() (in module bridge.recipes.common) _peft_common_vlm() (in module bridge.recipes.common) _perf_precision() (in module bridge.perf_recipes._common) _permute() (bridge.data.datasets.fim_dataset.GPTFIMDataset method) _pg_collection (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) (bridge.models.t5_provider.T5ModelProvider attribute) _PICKLE_EXTENSIONS (in module bridge.diffusion.data.common.safe_decoder) _pil_images() (in module bridge.models.nemotron_omni.data.collate_fn) _PIPELINE_CONTROLLED_CHAT_TEMPLATE_KWARGS (in module bridge.data.conversation_processing) _pixel_shuffle_dynamic_resolution() (in module bridge.models.nemotron_omni.modeling_nemotron_omni) _pixel_shuffled_token_count() (in module bridge.models.nemotron_omni.data.collate_fn) _plain_module_sharded_state_dict() (in module bridge.peft.adapter_wrapper) _PLURAL_MEDIA_KEYS (in module bridge.data.sft_processing) _positive_int_attr() (in module bridge.training.utils.theoretical_memory_utils) _PPSafeAutoMapping (class in bridge.models.ernie.ernie_45_bridge) _PPSafeGatedMLPMapping (class in bridge.models.ernie.ernie_45_bridge) _PPSafeMixin (class in bridge.models.ernie.ernie_45_bridge) _PPSafeReplicatedMapping (class in bridge.models.ernie.ernie_45_bridge) _pre_pad_data_point() (in module bridge.data.packing.offline) _prepare_4d_causal_attention_mask_with_cache_position() (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRPreTrainedModelForConditionalGeneration method) _prepare_attention_mask() (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRAudioEncoder method) _prepare_batch_for_pipeline() (bridge.diffusion.models.flux.flux_step.FluxForwardStep method) _prepare_latent_image_ids() (bridge.diffusion.models.flux.flow_matching.flux_adapter.MegatronFluxAdapter method) (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.FluxInferencePipeline static method) _prepare_mapping() (bridge.models.conversion.mapping_registry.MegatronMappingRegistry method) _prepare_packed_padding_mask() (in module bridge.training.gpt_step) _prepare_packed_split() (bridge.data.builders.gpt_sft.GPTSFTDatasetBuilder method) _prepare_qwen_vl_sequence() (in module bridge.models.qwen_vl.data.collate_fn) _prepare_standard_rows() (in module bridge.models.nemotron_omni.data.collate_fn) _prepare_temporal_rows() (in module bridge.models.nemotron_omni.data.collate_fn) _preprocess() (in module bridge.data.datasets.utils) _preserve_rng_state() (in module bridge.training.setup) _pretrain() (in module bridge.training.pretrain) _pretrain_common() (in module bridge.recipes.common) _pretrained_wrapper_cls (bridge.models.conversion.auto_bridge.AutoBridge property) _PRETRAINED_WRAPPER_TYPES (in module bridge.models.conversion.auto_bridge) _print_gpu_scores() (bridge.training.nvrx_straggler.NVRxStragglerDetectionManager method) _print_parameter_summary() (in module bridge.training.utils.theoretical_memory_utils) _print_stragglers() (bridge.training.nvrx_straggler.NVRxStragglerDetectionManager method) _PROBABILITY_CHUNK_TOKENS (in module bridge.training.post_training.dspark.loss) _process_example() (bridge.data.datasets.gpt_sft.GPTSFTChatDataset method) (bridge.data.datasets.gpt_sft.GPTSFTDataset method) _process_group_rank() (in module bridge.models.megatron_mimo.conversion.orchestrator) (in module bridge.peft.utils) _process_group_size() (in module bridge.peft.utils) _process_state_dict_for_glu_interleaving() (in module bridge.training.checkpointing) _process_state_dict_for_model_glu_interleaving() (in module bridge.training.checkpointing) _processor (bridge.recipes.qwen_vl.qwen25_vl_dataset.MockQwen25VLDatasetProvider attribute) _processors (bridge.data.megatron_mimo.hf_provider.HFMegatronMIMODatasetProvider attribute) (bridge.data.megatron_mimo.mock_provider.MockMegatronMIMOProvider attribute) _project_multimodal_embeddings() (in module bridge.models.nemotron_omni.modeling_nemotron_omni) _project_vision() (bridge.models.minimax_m3.modeling_minimax_m3_vl.MiniMaxM3VLModel method) _project_visual_inputs_for_pp_stage() (in module bridge.training.vlm_step) _promote_router_weights_to_float32() (in module bridge.models.minimax_m3.minimax_m3_bridge) _prompt_completion_example() (in module bridge.data.sources.hf_adapters) _provide_llava() (bridge.models.nemotron_omni.nemotron_omni_provider._NemotronOmniModelProviderBase method) _provider_bridge_input (bridge.models.conversion.auto_bridge.AutoBridge property) _push_up() (bridge.data.packing.algorithms._SegmentTree method) _QKV_PROJECTION_NAMES (in module bridge.models.conversion.quant_mapping) _QUANT_IGNORE_NAME_SUFFIXES (in module bridge.models.conversion.modelopt_utils) _quantize_fp8_1d_scale() (in module bridge.models.conversion.quantization_utils) _quantize_fp8_2d_blocks() (in module bridge.models.conversion.quantization_utils) _quantize_fp8_per_row_tiles() (in module bridge.models.conversion.quantization_utils) _query() (bridge.data.packing.algorithms._SegmentTree method) _query_document_sample_shuffle_indices() (bridge.data.datasets.fim_dataset.GPTFIMDataset method) _quick_gelu() (in module bridge.models.ernie_vl.modeling_ernie45_vl.vision_transformer_config) _qwen2_audio_common() (in module bridge.recipes.qwen2_audio.h100.qwen2_audio) _QWEN2_AUDIO_MERGE_METHOD (in module bridge.models.qwen_audio.modeling_qwen2_audio) _QWEN35_35B_A3B_BASE (in module bridge.recipes.qwen.gb200.qwen35) _QWEN35_9B_BASE (in module bridge.recipes.qwen.gb200.qwen35) _qwen35_build_language_block_spec() (in module bridge.models.qwen_vl.qwen35_vl_provider) _qwen35_build_language_model_spec() (in module bridge.models.qwen_vl.qwen35_vl_provider) _qwen35_build_mtp_block_spec() (in module bridge.models.qwen_vl.qwen35_vl_provider) _qwen35_build_vision_encoder_spec() (in module bridge.models.qwen_vl.qwen35_vl_provider) _qwen35_vl_35b_a3b_sft_base_config() (in module bridge.recipes.qwen_vl.h100.qwen35_vl) _qwen35_vl_common() (in module bridge.perf_recipes.qwen_vl.common) _qwen35_vl_post() (in module bridge.perf_recipes.qwen_vl.common) _qwen35_vl_post_clear_scope() (in module bridge.perf_recipes.qwen_vl.common) _QWEN3_30B_A3B_MODEL_ID (in module bridge.recipes.qwen.h100.qwen3_moe) _QWEN3_30B_A3B_MODEL_REVISION (in module bridge.recipes.qwen.h100.qwen3_moe) _QWEN3_5_DENSE_HF_CLASS_NAME (in module bridge.models.qwen_vl.qwen35_vl_bridge) _QWEN3_5_MOE_HF_CLASS_NAME (in module bridge.models.qwen_vl.qwen35_vl_bridge) _QWEN3_5_TOKEN_CLASSIFICATION_HF_CLASS_NAME (in module bridge.models.qwen_vl.qwen35_vl_bridge) _QWEN3_8B_MODEL_ID (in module bridge.recipes.qwen.h100.qwen3) _QWEN3_8B_MODEL_REVISION (in module bridge.recipes.qwen.h100.qwen3) _QWEN3_OMNI_HF_PATH (in module bridge.recipes.qwen_omni.h100.qwen3_omni) _qwen3_omni_hf_path() (in module bridge.recipes.qwen_omni.h100.qwen3_omni) _qwen_attention_mask_for_core_attention() (in module bridge.models.qwen_vl.modelling_qwen3_vl.attention) _QWEN_VISUAL_ENCODER_KEY (in module bridge.models.qwen_vl.qwen35_vl_provider) _raven_adapter() (in module bridge.data.sources.hf_adapters) _rdr_adapter() (in module bridge.data.sources.hf_adapters) _real_subseq_lengths() (in module bridge.training.utils.flop_utils) _REASONING_EFFORT_MAX (in module bridge.models.deepseek.data.encoding_v4) _rebuild_derived_specs_from_standard_provider() (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider method) _RECIPE_CONFIG_TARGET (in module bridge.training.utils.checkpoint_utils) _record_dataloader_state_dir() (in module bridge.training.checkpointing) _record_match() (bridge.peft.module_matcher.ModuleMatcher method) _refresh_directory_metadata() (in module bridge.data.packing.paths) _register_auto_classes() (in module bridge.models.qwen3_asr.hf_qwen3_asr) _register_pre_wrap_hook() (in module bridge.training.setup) _register_setup_pre_wrap_hook() (in module bridge.training.setup) _register_shared_expert_grad_sync_hooks() (bridge.peft.utils.ParallelLinearAdapter method) _REGISTRY (in module bridge.data.utils) _relative_tar_paths() (in module bridge.data.energon.prepare) _REMOVAL_VERSION (in module bridge.models._deprecation) _remove_hf_materialized_split() (in module bridge.data.builders.gpt_sft) _remove_packed_path() (bridge.data.builders.gpt_sft.GPTSFTDatasetBuilder method) _render_message() (in module bridge.models.deepseek.data.encoding_v4) _render_text_conversation() (in module bridge.models.nemotron_omni.data.collate_fn) _render_tools() (in module bridge.models.deepseek.data.encoding_v4) _rendered_window_start() (in module bridge.data.conversation_processing) _replace_wildcards() (in module bridge.models.nemotronh.nemotron_h_bridge) _ReplicatedOptional (class in bridge.models.deepseek.deepseek_v4_bridge) _require_concrete_tasks() (bridge.models.conversion.model_bridge.MegatronModelBridge static method) _require_direct_hf_config() (in module bridge.recipes.utils.dataset_utils) _require_infra() (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge method) _require_model_contract() (bridge.models.nemotron_omni.nemotron_omni_provider._NemotronOmniModelProviderBase method) _require_provider() (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge method) _reset_idx_cur_epoch() (bridge.models.stepfun.data.flickr8k.samplers.LoopedShuffleSampler method) _reset_registry_for_tests() (in module bridge.models.megatron_mimo.conversion.orchestrator) _reset_target_match_state() (bridge.peft.module_matcher.ModuleMatcher method) _reshape_nvfp4_weight_scale_2_for_compute() (in module bridge.models.conversion.modelopt_utils) _resolve_chat_template() (in module bridge.training.tokenizers.tokenizer) _resolve_checkpoint_iteration() (in module bridge.training.checkpointing) _resolve_embedding_ranks_fn() (in module bridge.training.setup) _resolve_hf_adapter_param_name() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _resolve_hf_mm_token_ids() (in module bridge.models.qwen_vl.data.energon) _resolve_hf_pretrained() (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge method) _resolve_hf_source() (in module bridge.training.checkpointing) _resolve_hf_tokenizer_revision() (in module bridge.training.tokenizers.tokenizer) _resolve_hooks() (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider method) _resolve_hybrid_stack_spec() (bridge.models.hybrid.hybrid_provider.HybridModelProvider method) _resolve_images() (in module bridge.training.nemotron_omni_step) _resolve_iter_folder() (in module bridge.models.megatron_mimo.conversion.mimo_model_io) _resolve_names() (bridge.models.conversion.param_mapping.MegatronParamMapping method) _resolve_num_epochs() (bridge.training.config.ConfigContainer method) _resolve_output_shard_path() (in module bridge.models.hf_pretrained.state) _resolve_parquet_paths() (in module bridge.data.packing.paths) _resolve_path() (bridge.models.hf_pretrained.state.SafeTensorsStateSource static method) _resolve_pattern() (bridge.models.conversion.quant_mapping.MoeAmaxFanoutMapping class method) _resolve_preset_split() (in module bridge.data.sources.hf) _resolve_pretrained_wrapper_cls() (in module bridge.models.conversion.auto_bridge) _resolve_qk_norm_config() (bridge.models.deepseek.attention.MLASelfAttentionWithoutQueryNorm method) _resolve_seq_length() (in module bridge.recipes.utils.dataset_utils) _resolve_single() (bridge.models.deepseek.deepseek_v4_bridge._HCAlphaMapping static method) _resolve_special_token_ids() (bridge.models.stepfun.data.flickr8k.provider.Step37Flickr8kSFTDataProvider method) _resolve_string_fields() (in module bridge.models.transformer_config) _resolve_target() (in module bridge.utils.instantiate_utils) _resolve_with_offset() (in module bridge.models.ernie_vl.ernie45_vl_bridge) _response_value_formater() (in module bridge.data.datasets.utils) _restore_derived_spec_fields() (in module bridge.models.megatron_mimo.conversion.mimo_model_io) _restore_excluded_fields() (in module bridge.training.utils.omegaconf_utils) _restore_legacy_bytes() (in module bridge.utils.safe_pickle) _restore_safe_enum_tokens() (in module bridge.utils.safe_pickle) _RestrictedUnpickler (class in bridge.utils.safe_pickle) _right_padded_sequence_lengths() (in module bridge.data.packing.in_batch) _rnn_step() (bridge.training.post_training.dspark.heads.RNNHead method) _rope_parameters_from_provider() (in module bridge.models.gemma.gemma4_bridge) _rotate_half() (in module bridge.models.minimax_m3.modeling_minimax_m3_vl) _routed_expert_parameters_on_most_loaded_shard() (in module bridge.training.utils.theoretical_memory_utils) _row_linear() (bridge.models.kimi.kimi_k3_layers.KimiK3Attention method) _RUNTIME_ONLY_TARGETS (in module bridge.training.utils.checkpoint_utils) _safe_asdict() (in module bridge.models.transformer_config) _safe_basic_handler() (in module bridge.diffusion.data.common.safe_decoder) _safe_distributed_rank() (in module bridge.training.pretrain) _safe_load_packed_npy() (in module bridge.data.packing.gpt_sft) _SAFE_MODULES (bridge.utils.safe_pickle._EnergonUnpickler attribute) (bridge.utils.safe_pickle._NumpyRestrictedUnpickler attribute) (bridge.utils.safe_pickle._RestrictedUnpickler attribute) (bridge.utils.safe_pickle._TorchTensorRestrictedUnpickler attribute) _SAFE_TARGETS (in module bridge.models.config) _safe_torch_load_from_bytes() (in module bridge.utils.safe_pickle) _safe_url_open (in module bridge.models.nemotron_vl.nemotron_vl_utils) _SafeEnumResolver (class in bridge.utils.safe_pickle) _SafeEnumToken (class in bridge.utils.safe_pickle) _sample_from_distribution() (bridge.diffusion.common.flow_matching.flow_matching_pipeline.FlowMatchingPipeline method) _sanitize() (bridge.training.utils.train_utils._MoeMetricFanoutWriter static method) _sanitize_mlflow_metrics() (in module bridge.training.utils.mlflow_utils) _sanitize_run_config_object() (in module bridge.training.utils.checkpoint_utils) _save_generator_distributed() (bridge.models.hf_pretrained.state.SafeTensorsStateSource method) _save_hf_adapter_weights() (in module bridge.training.checkpointing) _save_hf_weights() (in module bridge.training.checkpointing) _saved_config_disables_mtp() (in module bridge.models.conversion.auto_bridge) _scalar_sum_for_accumulator() (in module bridge.training.utils.flop_utils) _scatter_features() (bridge.models.minimax_m3.modeling_minimax_m3_vl.MiniMaxM3VLModel static method) _scatter_modality_features() (bridge.models.gemma_vl.modeling_gemma4_vl.Gemma4VLModel method) _schedule_all() (bridge.models.stepfun.data.flickr8k.packed_dataloader.MixedPackedDataloader method) _secure_energon_factory_init() (in module bridge.data.energon.base_energon_datamodule) _secure_energon_load_config() (in module bridge.data.energon.base_energon_datamodule) _seed_allowlist() (in module bridge.utils.instantiate_utils) _SegmentTree (class in bridge.data.packing.algorithms) _select_checkpoint_dir() (bridge.diffusion.models.wan.flow_matching.flow_inference_pipeline.FlowInferencePipeline method) _select_expert_adapter_weight() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _select_hf_base_param_name() (in module bridge.models.conversion.peft_bridge) _select_idx() (bridge.models.stepfun.data.flickr8k.samplers.WeightedRandomSampler method) _select_sequence() (bridge.models.nemotron_omni.modeling_nemotron_omni.NemotronOmniModel static method) (in module bridge.models.qwen_vl.modelling_qwen3_vl.model) _SEMANTIC_DATASET_KWARGS (in module bridge.data.builders.gpt_sft) _SENTINEL_LEN (bridge.models.stepfun.data.flickr8k.provider._FixedPackDataset attribute) _SEPARATE_LAYERNORM_REWRITES (bridge.models.conversion.mapping_registry.MegatronMappingRegistry attribute) _separate_template() (bridge.data.datasets.gpt_sft.GPTSFTDataset method) _SEQLEN_KEYS (in module bridge.models.deepseek.deepseek_v4_step) _sequence_parallel_input_regather_eligibility() (bridge.peft.utils.ParallelLinearAdapter method) _SERIALIZABLE_CALLABLE_FIELDS (in module bridge.training.utils.omegaconf_utils) _set_embedder_weights_replica_id() (bridge.diffusion.models.flux.flux_model.Flux method) (bridge.diffusion.models.wan.wan_model.WanModel method) _set_expert_replica_ids() (bridge.peft.utils.ParallelLinearAdapter method) _set_inference_mode() (in module bridge.diffusion.models.nemotron_labs_diffusion.inference_nemotron_labs_diffusion) _set_inference_params() (in module bridge.diffusion.models.nemotron_labs_diffusion.inference_nemotron_labs_diffusion) _set_moe_expert_tensor_parallel_default() (in module bridge.models.transformer_config) _set_optimizer_precision() (in module bridge.recipes.exaone.h100.exaone4) (in module bridge.recipes.exaone.h100.exaone45) (in module bridge.recipes.exaone.h100.exaone_moe) _set_padding_mask() (in module bridge.diffusion.models.llada15.inference_llada15) _set_per_module_random_seeds() (in module bridge.models.megatron_mimo.build_model) _set_random_seed() (in module bridge.training.initialize) _set_signal_handler() (bridge.training.state.GlobalState method) _set_source_metadata() (bridge.models.conversion.auto_bridge.AutoBridge static method) _set_tokens() (in module bridge.data.collators.sequence_padding) (in module bridge.data.packing.in_batch) _setup_experts() (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2SparseMoeBlock method) _setup_flight_recorder_env() (in module bridge.training.initialize) _sft_common() (in module bridge.recipes.common) _sft_common_vlm() (in module bridge.recipes.common) _shape() (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2Attention method) _share_embeddings_and_output_weights() (bridge.models.conversion.model_bridge.MegatronModelBridge method) _shared_dataset (in module bridge.data.packing.offline) _should_load_checkpoint() (in module bridge.training.setup) _should_map_hf_config_field() (bridge.models.conversion.model_bridge.MegatronModelBridge method) (bridge.models.gemma.gemma4_bridge.Gemma4Bridge method) (bridge.models.glm_moe_dsa.glm5_bridge.GLM5Bridge method) _should_skip_and_handle_iteration() (in module bridge.training.train) _should_skip_mtp_duplicate_embedding_export() (bridge.models.conversion.model_bridge.MegatronModelBridge method) _should_treat_linear_fc1_as_unfused() (in module bridge.peft.canonical_lora) _sigma_to_t() (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.FlowMatchEulerDiscreteScheduler method) _SignatureType (in module bridge.models.decorators.dispatch) _SimpleAudioEmbedder (class in bridge.models.gemma_vl.modeling_gemma4_vl) _SimpleVisionEmbedder (class in bridge.models.gemma_vl.modeling_gemma4_vl) _skip_keys_device_placement (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2PreTrainedModel attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRPreTrainedModel attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerTextPreTrainedModel attribute) _SKIPPED_QKV_PATH_SEGMENTS (in module bridge.models.conversion.quant_mapping) _slice_gated_quant_meta() (in module bridge.models.conversion.modelopt_utils) _slice_optional_quant_tensor() (in module bridge.models.conversion.modelopt_utils) _slice_patch_packed_visual_dict() (in module bridge.data.megatron_mimo.dp_utils) _snapshot_derived_spec_fields() (in module bridge.models.megatron_mimo.conversion.mimo_model_io) _sort_tool_results() (in module bridge.models.deepseek.data.encoding_v4) _split_attention_mask_on_cp_rank() (in module bridge.models.kimi_vl.modeling_kimi_k25_vl) _split_fused_fc1_linear_out_weight() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _split_gdn_grouped_to_separate() (in module bridge.models.conversion.param_mapping) _split_gdn_in_proj_linear_out_weight() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _split_hf_lora_weight_name() (in module bridge.models.conversion.peft_bridge) _split_if_full_sequence() (in module bridge.models.qwen_vl.modelling_qwen3_vl.model) _split_images_across_context_parallel_ranks() (bridge.models.nemotron_omni.modeling_nemotron_omni.NemotronOmniModel method) _split_mtp_layer_types() (in module bridge.models.stepfun.configuration_step35) _split_on_cp_rank() (in module bridge.models.kimi_vl.modeling_kimi_k25_vl) _split_qkv() (bridge.diffusion.models.flux.flux_attention.JointSelfAttention method) _split_qkv_linear_out_weight() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) (bridge.models.gemma.gemma4_bridge.Gemma4Bridge method) _split_sizes_to_list() (in module bridge.peft.multi_lora_layers) _SPLIT_TYPE (in module bridge.recipes.utils.dataset_utils) _squad_adapter() (in module bridge.data.sources.hf_adapters) _squad_dataset_config() (in module bridge.recipes.utils.dataset_utils) _squeeze_metadata() (in module bridge.training.utils.packed_seq_utils) _SqueezeBiasMapping (class in bridge.models.ernie.ernie_45_bridge) _stack_grouped_quant_meta() (in module bridge.models.conversion.modelopt_utils) _stack_images() (in module bridge.models.stepfun.data.flickr8k.multimodal_utils) _stack_optional_quant_tensors() (in module bridge.models.conversion.modelopt_utils) _stage_tensor_for_collective() (in module bridge.models.conversion.modelopt_utils) _stateless_with_failure_tolerance() (in module bridge.models.qwen_vl.data.energon) _STEP37_FLICKR8K_CACHE_DIR (in module bridge.recipes.stepfun.h100.step37) _STEP37_FLICKR8K_DATASET_SAMPLING (in module bridge.recipes.stepfun.h100.step37) _STEP37_FLICKR8K_MAX_PACKING_SEQLEN (in module bridge.recipes.stepfun.h100.step37) _STEP37_FLICKR8K_OVERSIZE_POLICY (in module bridge.recipes.stepfun.h100.step37) _STEP37_FLICKR8K_PROMPT (in module bridge.recipes.stepfun.h100.step37) _STEP37_FLICKR8K_SAMPLE_COUNT (in module bridge.recipes.stepfun.h100.step37) _STEP37_FLICKR8K_SEQLEN_DIVISIBLE_BY (in module bridge.recipes.stepfun.h100.step37) _STEP37_FLICKR8K_SMOKE_CACHE_DIR (in module bridge.recipes.stepfun.h100.step37) _STEP37_FLICKR8K_SMOKE_FIXED_PACK_IDX (in module bridge.recipes.stepfun.h100.step37) _STEP37_FLICKR8K_SMOKE_MAX_LR (in module bridge.recipes.stepfun.h100.step37) _STEP37_FLICKR8K_SMOKE_TRAIN_ITERS (in module bridge.recipes.stepfun.h100.step37) _STEP37_HF_PATH (in module bridge.recipes.stepfun.h100.step37) _stream_mimo_weights_to_rank0() (in module bridge.models.megatron_mimo.conversion.orchestrator) _stream_shared_outer_adapter_weights() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _strip_hf_expert_index() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _strip_intermediate_boxed() (in module bridge.data.sources.hf_adapters) _SUPPORTED_LOGIT_DTYPES (in module bridge.models.logit_dtype) _supports_attention_backend (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRPreTrainedModel attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerTextPreTrainedModel attribute) _supports_cache_class (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2PreTrainedModel attribute) _supports_cuda_graph_modules() (in module bridge.utils.cuda_graph) _supports_flash_attn (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRPreTrainedModel attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerTextPreTrainedModel attribute) _supports_flash_attn_2 (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2PreTrainedModel attribute) _supports_flex_attn (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerTextPreTrainedModel attribute) _supports_sdpa (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2PreTrainedModel attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRAudioEncoder attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRPreTrainedModel attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerTextPreTrainedModel attribute) _swap_input_proj_halves() (bridge.models.mimo.mimo_bridge.MimoBridge static method) _sync_standard_provider_language_parallelism() (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider method) _synchronize_shared_expert_parameters() (bridge.peft.utils.ParallelLinearAdapter method) _TARGET_ALLOWLIST_MUTATORS (in module bridge.utils.instantiate_utils) _TASK_TOKENS (in module bridge.models.deepseek.data.encoding_v4) _te_grouped_linear_non_tensor_arg_names() (in module bridge.peft.utils) _te_grouped_linear_uses_explicit_m_splits() (in module bridge.peft.utils) _te_grouped_linear_uses_output_buffers() (in module bridge.peft.utils) _TE_QUANT_CFG_PATH (in module bridge.perf_recipes.nemotronh.common) _temporarily_disable_hf_mtp() (in module bridge.models.megatron_mimo.conversion.orchestrator) _tensor_image_to_uint8() (in module bridge.models.nemotron_omni.data.collate_fn) _tensor_to_pil() (in module bridge.data.energon.task_encoder_utils) _text_config() (bridge.models.gemma.gemma4_bridge.Gemma4Bridge method) (bridge.models.gemma_vl.gemma4_vl_bridge.Gemma4VLBridge method) _text_hf_dataset_config() (in module bridge.recipes.utils.dataset_utils) _text_only_mappings() (bridge.diffusion.conversion.nemotron_labs_diffusion.nemotron_labs_diffusion_bridge.NemotronLabsDiffusionBridge method) _TextMemMapDataset (class in bridge.data.datasets.utils) _tied_weights_keys (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2ForCausalLM attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerForConditionalGeneration attribute) _timers_write_to_comet() (in module bridge.training.state) _timers_write_to_mlflow() (in module bridge.training.state) _timers_write_to_wandb() (in module bridge.training.state) _TModule (in module bridge.peft.walk_utils) _to_dialog() (bridge.models.stepfun.data.flickr8k.flickr8k_loader.Step37Flickr8kDataset static method) _to_dict() (bridge.models.mamba.mamba_builder.MambaModelConfig method) (in module bridge.models.config) _to_json() (in module bridge.models.deepseek.data.encoding_v4) _to_mcore_optimizer_config() (in module bridge.training.setup_megatron_mimo) _token_classification_output_processor() (in module bridge.models.qwen_vl.modelling_qwen3_vl.token_classification) _token_id() (in module bridge.data.sft_processing) _token_key() (in module bridge.data.collators.sequence_padding) (in module bridge.data.packing.in_batch) _token_map_from_boundary_config() (in module bridge.data.conversation_processing) _tokenize() (in module bridge.data.datasets.utils) _tokenize_text() (in module bridge.data.sft_processing) _tokenize_with_placeholders() (bridge.data.megatron_mimo.dataset.MegatronMIMODataset method) _TokenizedTextSFTRow (class in bridge.data.collators.sft) _tokenizer (bridge.data.megatron_mimo.hf_provider.HFMegatronMIMODatasetProvider attribute) (bridge.data.megatron_mimo.mock_provider.MockMegatronMIMOProvider attribute) _tokenizer_config_from_args() (in module bridge.training.mlm_compat.arguments) _TOOL_CALLS_BLOCK_NAME (in module bridge.models.deepseek.data.encoding_v4) _TOOLS_TEMPLATE (in module bridge.models.deepseek.data.encoding_v4) _TorchTensorRestrictedUnpickler (class in bridge.utils.safe_pickle) _TP_GROUP (in module bridge.diffusion.models.nemotron_labs_diffusion.inference_nemotron_labs_diffusion) _tp_send_cmd() (in module bridge.diffusion.models.nemotron_labs_diffusion.inference_nemotron_labs_diffusion) _TP_SRC_GLOBAL_RANK (in module bridge.diffusion.models.nemotron_labs_diffusion.inference_nemotron_labs_diffusion) _track_excluded_fields() (in module bridge.training.utils.omegaconf_utils) _train_iters_from_num_epochs (bridge.training.config.TrainingConfig attribute) _training_step_with_pipeline() (bridge.diffusion.models.flux.flux_step.FluxForwardStep method) _transformer_config_from_args() (in module bridge.training.mlm_compat.arguments) _TRANSFORMERS_HAS_QWEN3_5_MOE (in module bridge.models.qwen_vl.qwen35_vl_provider) _TRAVERSAL_IN_PROGRESS (in module bridge.utils.safe_pickle) _trim_blockwise_fp8_scale_inv_padding() (bridge.models.conversion.model_bridge.MegatronModelBridge method) _trim_feature_sequence() (in module bridge.models.qwen_omni.modeling_qwen3_omni.thinker_model) _trim_leading_token_ids() (in module bridge.data.conversation_processing) _trim_leading_token_sequences() (in module bridge.data.conversation_processing) _trim_padded_cu_seqlens_for_cp() (in module bridge.training.gpt_step) _truncate() (in module bridge.data.sft_processing) _truncate_vocab_padding() (bridge.models.conversion.model_bridge.MegatronModelBridge method) _truncation() (bridge.data.datasets.gpt_sft.GPTSFTDataset method) _TRUSTED_DATASET_FACTORY_MODULE_ALIASES (in module bridge.data.energon.base_energon_datamodule) _TRUSTED_DATASET_FACTORY_MODULE_PREFIXES (in module bridge.data.energon.base_energon_datamodule) _tulu3_dataset_config() (in module bridge.recipes.utils.dataset_utils) _TULU3_REVISION (in module bridge.recipes.glm.gb200.glm5) (in module bridge.recipes.glm.h100.glm5) _uneven_pipeline_stage_layer_counts() (in module bridge.training.utils.theoretical_memory_utils) _uneven_pipeline_stage_layer_indices() (in module bridge.training.utils.theoretical_memory_utils) _uninterleave() (bridge.models.gpt_oss.gpt_oss_bridge.GPTOSSMLPGateUpProjMapping method) _unpack_latents() (bridge.diffusion.models.flux.flow_matching.flux_adapter.MegatronFluxAdapter method) (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.FluxInferencePipeline static method) _unwrap() (in module bridge.diffusion.models.llada15.inference_llada15) (in module bridge.diffusion.models.nemotron_labs_diffusion.inference_nemotron_labs_diffusion) _unwrap_forward_module() (in module bridge.training.vlm_step) _unwrap_name() (bridge.models.conversion.model_bridge.MegatronModelBridge method) _upad_input() (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2FlashAttention2 method) _update() (bridge.data.packing.algorithms._SegmentTree method) _update_megatron_mimo_model_config_funcs() (in module bridge.training.setup_megatron_mimo) _update_model_config_funcs() (in module bridge.training.setup) _update_timeouts() (in module bridge.training.fault_tolerance) _use_model_vocab_null_tokenizer() (in module bridge.perf_recipes.qwen_vl.common) _use_qwen3_vl_self_attention() (in module bridge.models.qwen_omni.qwen3_omni_provider) _uses_fused_experts() (bridge.models.glm.glm45_bridge.GLM45Bridge method) (bridge.models.glm_vl.glm_45v_bridge.GLM45VBridge method) _uses_grouped_expert_sharding() (bridge.peft.utils.ParallelLinearAdapter method) _uses_hybrid_rng_tracker() (in module bridge.training.model_load_save) _uses_packed_sequence_metadata() (in module bridge.training.gpt_step) (in module bridge.training.nemotron_omni_step) _uses_vision_cuda_graph() (bridge.models.qwen_vl.modelling_qwen3_vl.vision_model.Qwen3VLVisionModel method) _v_norm() (bridge.models.gemma.modeling_gemma4.Gemma4DenseSelfAttention method) _validate_and_apply_deterministic_mode() (bridge.training.config.ConfigContainer method) _validate_and_apply_megatron_fsdp_configs() (bridge.training.config.ConfigContainer method) _validate_and_apply_megatron_fsdp_v1_configs() (bridge.training.config.ConfigContainer method) _validate_and_apply_megatron_fsdp_v2_configs() (bridge.training.config.ConfigContainer method) _validate_and_set_vocab_size() (in module bridge.training.setup) _validate_and_sync_distributed_optimizer_settings() (in module bridge.training.config) _validate_config() (bridge.models.conversion.auto_bridge.AutoBridge class method) _validate_conversion_mappings() (bridge.models.conversion.model_bridge.MegatronModelBridge method) _validate_cp_comm_type() (bridge.training.config.ConfigContainer method) _validate_encoder_expert_parallelism() (bridge.models.megatron_mimo.megatron_mimo_config.MegatronMIMOParallelismConfig method) _validate_energon_dataset_metadata() (in module bridge.data.energon.base_energon_datamodule) _validate_expert_factorization() (bridge.models.megatron_mimo.megatron_mimo_config.ModuleParallelismConfig method) _validate_fine_grained_activation_offloading() (in module bridge.training.config) _validate_fp8_export_config() (bridge.models.conversion.auto_bridge.AutoBridge method) _validate_gemma4_moe_orchestration() (in module bridge.models.gemma.gemma4_provider) _validate_heterogeneous() (bridge.models.megatron_mimo.megatron_mimo_config.MegatronMIMOParallelismConfig method) _validate_hf_checkpoint_export_source() (bridge.training.config.ConfigContainer method) _validate_hf_model_runtime_support() (in module bridge.models.conversion.auto_bridge) _validate_hf_path() (in module bridge.data.builders.energon) _validate_hybrid_stack_spec() (in module bridge.training.mlm_compat.model) _validate_mixed_precision_consistency() (in module bridge.training.config) _validate_modality_presence_prob() (bridge.data.megatron_mimo.mock_provider.MockMegatronMIMOProvider method) _validate_modelopt_checkpointing() (in module bridge.training.post_training.checkpointing) _validate_nemotron_omni_visual_keys() (in module bridge.models.nemotron_omni.data.collate_fn) _validate_omni_config() (bridge.models.nemotron_omni.nemotron_omni_provider._NemotronOmniModelProviderBase method) _validate_packed_moe_cuda_graph() (in module bridge.training.gpt_step) _validate_packed_parallelism() (in module bridge.training.llava_step) _validate_packed_path() (bridge.data.packing.config.PackedSequenceSpecs method) _validate_parallelism_constraints() (bridge.models.megatron_mimo.megatron_mimo_config.MegatronMIMOParallelismConfig method) _validate_patterns() (bridge.models.conversion.param_mapping.MegatronParamMapping method) (bridge.models.conversion.quant_mapping._DerivedAmaxMapping method) (bridge.models.conversion.quant_mapping.MoeAmaxFanoutMapping method) _validate_positive_sizes() (bridge.models.megatron_mimo.megatron_mimo_config.ModuleParallelismConfig method) _validate_safetensors_shard_filename() (in module bridge.models.hf_pretrained.state) _validate_sequence_row_tensor() (in module bridge.data.packing.in_batch) _validate_sequence_tensor() (in module bridge.data.packing.in_batch) _validate_sources() (bridge.data.builders.direct_hf_sft.DirectHFSFTDatasetConfig method) _validate_split_patterns() (in module bridge.data.energon.prepare) _validate_target_matches() (bridge.peft.module_matcher.ModuleMatcher method) _validate_target_prefix() (in module bridge.utils.instantiate_utils) _validate_training_scheduler_compatibility() (bridge.training.config.ConfigContainer method) _valor32k_avqa_adapter() (in module bridge.data.sources.hf_adapters) _value_contains_token_sequence() (in module bridge.data.conversation_processing) _verify_no_callables() (in module bridge.training.utils.omegaconf_utils) _video_frames() (in module bridge.models.nemotron_omni.data.collate_fn) _videos_to_pil() (in module bridge.data.energon.task_encoder_utils) _vision_forward_packed_attention_setup() (in module bridge.models.qwen_vl.modelling_qwen3_vl.vision_model) _VISION_PATCH_DIM (in module bridge.training.nemotron_omni_step) _VISUAL_INPUT_FIELDS (in module bridge.data.energon.nemotron_omni_task_encoder) _VISUAL_PAYLOAD_FIELDS (in module bridge.training.vlm_step) _visual_token_count() (in module bridge.models.qwen_vl.data.energon) _vlm_mappings() (bridge.diffusion.conversion.nemotron_labs_diffusion.nemotron_labs_diffusion_bridge.NemotronLabsDiffusionBridge method) _walk_model() (bridge.peft.base.PEFT method) _WAN_MODE_DEFAULTS (in module bridge.diffusion.models.wan.wan_step) _warmup_jit_function() (in module bridge.training.initialize) _warn_if_all_masked() (in module bridge.data.conversation_processing) _with_global_batch_size() (in module bridge.perf_recipes.llama.common) (in module bridge.perf_recipes.nemotronh.common) (in module bridge.perf_recipes.qwen.common) _with_progress_tracking() (bridge.models.conversion.model_bridge.MegatronModelBridge method) _with_quant_meta_tensors() (in module bridge.models.conversion.modelopt_utils) _with_situ_activation() (in module bridge.models.kimi.kimi_k3_spec) _write_hf_examples() (in module bridge.data.builders.gpt_sft) A a2a_experimental (bridge.peft.lora.LoRA attribute) (bridge.peft.multi_lora.MultiLoRA attribute) abort() (in module bridge.training.fault_tolerance) ABSENT_PROJECTION (in module bridge.models.conversion.peft_bridge) account_for_embedding_in_pipeline_split (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) account_for_loss_in_pipeline_split (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) accumulate_flops_metadata() (in module bridge.training.utils.flop_utils) activation (bridge.training.utils.theoretical_memory_utils.TrainingMemoryEstimate attribute) activation_func (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider attribute) (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.gemma.gemma2_provider.Gemma2ModelProvider attribute) (bridge.models.gemma.gemma3_provider.Gemma3ModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.gemma.gemma_provider.GemmaModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.llama_nemotron.llama_nemotron_provider.LlamaNemotronHeterogeneousProvider attribute) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider attribute) (bridge.models.mistral.mistral_provider.MistralModelProvider attribute) (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.qwen3_asr.qwen3_asr_provider.Qwen3ASRModelProvider attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) ACTIVATION_FUNC_MAP (in module bridge.utils.activation_map) active_module_name (bridge.training.setup_megatron_mimo.MegatronMIMOSetupOutput attribute) active_world_size (bridge.training.config.InProcessRestartConfig attribute) AdaLN (class in bridge.diffusion.models.flux.flux_layer_spec) AdaLNContinuous (class in bridge.diffusion.models.flux.flux_layer_spec) adapt_hf_dataset() (in module bridge.data.sources.hf_adapters) adapter_forward() (bridge.peft.adapter_wrapper.AdapterWrapper method) adapter_key (bridge.models.conversion.peft_bridge.AdapterWeight attribute) (bridge.models.conversion.peft_bridge.AdapterWeightConversionTask attribute) adapter_key_filter() (bridge.peft.base.PEFT method) (bridge.peft.multi_lora.MultiLoRA method) ADAPTER_KEY_TO_SUFFIX (in module bridge.models.conversion.peft_bridge) adapter_kwargs (bridge.data.sources.hf._HFDatasetPreset attribute) (bridge.data.sources.hf.HFDatasetSourceConfig attribute) ADAPTER_NAME_MAP (in module bridge.models.conversion.peft_bridge) AdapterAttributes (class in bridge.peft.utils) AdapterWeight (class in bridge.models.conversion.peft_bridge) AdapterWeightConversionTask (class in bridge.models.conversion.peft_bridge) AdapterWrapper (class in bridge.peft.adapter_wrapper) add() (bridge.training.callbacks.CallbackManager method) add_bias_linear (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider attribute) (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.gemma.gemma2_provider.Gemma2ModelProvider attribute) (bridge.models.gemma.gemma3_provider.Gemma3ModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.gemma.gemma_provider.GemmaModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) (bridge.models.llama_nemotron.llama_nemotron_provider.LlamaNemotronHeterogeneousProvider attribute) (bridge.models.mimo_v2_flash.mimo_v2_flash_provider.MiMoV2FlashModelProvider attribute) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider attribute) (bridge.models.mistral.mistral_provider.MistralModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.qwen3_asr.qwen3_asr_provider.Qwen3ASRModelProvider attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) add_bos (bridge.data.sft_processing.PromptCompletionSFTPreprocessingConfig attribute) add_decoder (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) (bridge.models.stepfun.step37_provider.Step37ModelProvider attribute) add_encoder (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) (bridge.models.stepfun.step37_provider.Step37ModelProvider attribute) add_eos (bridge.data.sft_processing.PromptCompletionSFTPreprocessingConfig attribute) add_gumbel_noise() (in module bridge.diffusion.common.dllm) add_qkv_bias (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.qwen3_asr.qwen3_asr_provider.Qwen3ASRModelProvider attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) add_residual() (bridge.diffusion.models.wan.wan_layer_spec.WanLayerWithAdaLN method) add_scalar() (bridge.training.utils.train_utils._MoeMetricFanoutWriter method) add_sep (bridge.data.sft_processing.PromptCompletionSFTPreprocessingConfig attribute) add_special_tokens (bridge.models.hf_pretrained.causal_lm.EncodeKwargs attribute) added_k_layernorm (bridge.diffusion.models.flux.flux_attention.JointSelfAttentionSubmodules attribute) added_linear_qkv (bridge.diffusion.models.flux.flux_attention.JointSelfAttentionSubmodules attribute) added_q_layernorm (bridge.diffusion.models.flux.flux_attention.JointSelfAttentionSubmodules attribute) ADDITIONAL_FILE_PATTERNS (bridge.models.conversion.model_bridge.MegatronModelBridge attribute) (bridge.models.nemotron_omni.nemotron_omni_bridge.NemotronOmniBridge attribute) (bridge.models.nemotronh.nemotron_h_bridge.NemotronHBridge attribute) adjust_image_tokens() (in module bridge.models.nemotron_vl.nemotron_vl_utils) aggregate (bridge.training.comm_overlap.RingExchangeOverlapCfg attribute) align_expert_dim_for_tp() (in module bridge.peft.utils) align_param_gather (bridge.training.comm_overlap._CommOverlapConfig attribute) (bridge.training.comm_overlap.CommOverlapConfig attribute) aligned_target_logits (bridge.training.post_training.dspark.loss.DSparkForwardOutput attribute) all2all_hp2sp() (in module bridge.peft.utils) all_gather_item() (in module bridge.training.utils.sig_utils) AllGatherVisionEmbeddings (class in bridge.models.exaone.exaone45.modelling_exaone45.utils) (class in bridge.models.qwen_vl.modelling_qwen3_vl.utils) allow_custom_feature_dirs (bridge.training.config.TensorInspectConfig attribute) ALLOW_PRIVATE_URL_FETCH_ENV (in module bridge.utils.safe_url) alpha (bridge.models.conversion.peft_bridge.AdapterWeight attribute) (bridge.models.conversion.peft_bridge.AdapterWeightConversionTask attribute) (bridge.peft.canonical_lora.CanonicalLoRA attribute) (bridge.peft.dora.DoRA attribute) (bridge.peft.lora.LoRA attribute) (bridge.peft.multi_lora.MultiLoRA attribute) also_save_hf_checkpoint (bridge.training.config.CheckpointConfig attribute) always_return_pooled (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.ClipConfig attribute) always_use_model_collate (bridge.data.collators.registry._ModelCollateSpec attribute) always_use_model_collate() (in module bridge.data.collators.registry) AmaxFanoutMapping (class in bridge.models.conversion.quant_mapping) AmaxMapping (class in bridge.models.conversion.quant_mapping) apply_assistant_labels_to_batch() (in module bridge.data.conversation_processing) apply_block_logits() (bridge.training.post_training.dspark.heads.RNNHead method) (bridge.training.post_training.dspark.heads.VanillaMarkov method) apply_chat_loss_mode() (in module bridge.data.conversation_processing) apply_chat_template() (bridge.models.qwen3_asr.hf_qwen3_asr.processing_qwen3_asr.Qwen3ASRProcessor method) apply_determinism_overrides() (in module bridge.recipes.utils.determinism_utils) apply_environment_variables() (in module bridge.training.config) apply_flex_dispatcher_backend() (in module bridge.training.flex_dispatcher_backend) apply_interleaved_mrope() (bridge.models.exaone.exaone45.modelling_exaone45.rope.Exaone45MultimodalRotaryEmbedding method) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerTextRotaryEmbedding method) (bridge.models.qwen_vl.modelling_qwen3_vl.rope.Qwen3VLMultimodalRotaryEmbedding method) apply_llama4_style_query_key_layer_scaling (bridge.diffusion.models.nemotron_labs_diffusion.nemotron_labs_diffusion_provider.NemotronLabsDiffusionModelProvider attribute) apply_moe_token_drop() (in module bridge.training.utils.moe_token_drop) apply_overrides() (in module bridge.training.utils.omegaconf_utils) apply_overrides_and_finalize() (bridge.models.model_provider.ModelProviderMixin method) apply_peft_adapter_filter_to_state_dict() (in module bridge.training.checkpointing) apply_query_key_layer_scaling (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) apply_rope_fusion (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider attribute) (bridge.models.exaone.exaone45.modelling_exaone45.transformer_config.Exaone45TransformerConfig attribute) (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) (bridge.models.llama_nemotron.llama_nemotron_provider.LlamaNemotronHeterogeneousProvider attribute) (bridge.models.qwen3_asr.modeling_qwen3_asr.transformer_config.Qwen3ASRTransformerConfig attribute) (bridge.models.qwen_omni.modeling_qwen25_omni.transformer_config.Qwen25OmniTransformerConfig attribute) (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_config.Qwen3VLTransformerConfig attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.t5_provider.T5ModelProvider attribute) apply_rotary_emb() (in module bridge.models.stepfun.modelling_step37.utils) apply_rotary_pos_emb() (in module bridge.diffusion.models.common.nemotron_labs_diffusion_attention) (in module bridge.models.bailing.modeling_bailing_moe_v2) (in module bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr) apply_rotary_pos_emb_absolute() (in module bridge.models.ernie_vl.modeling_ernie45_vl.vision_attention) (in module bridge.models.exaone.exaone45.modelling_exaone45.rope) (in module bridge.models.qwen_vl.modelling_qwen3_vl.rope) apply_rotary_pos_emb_in_fp32 (bridge.models.exaone.exaone45.modelling_exaone45.transformer_config.Exaone45TransformerConfig attribute) (bridge.models.qwen3_asr.modeling_qwen3_asr.transformer_config.Qwen3ASRTransformerConfig attribute) (bridge.models.qwen3_asr.qwen3_asr_provider.Qwen3ASRModelProvider attribute) (bridge.models.qwen_omni.modeling_qwen25_omni.transformer_config.Qwen25OmniTransformerConfig attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_config.Qwen3VLTransformerConfig attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) apply_rotary_pos_emb_thd_absolute() (in module bridge.models.exaone.exaone45.modelling_exaone45.rope) (in module bridge.models.qwen_vl.modelling_qwen3_vl.rope) apply_run_config_backward_compat() (in module bridge.training.utils.config_utils) ar_loss_weight (bridge.diffusion.models.nemotron_labs_diffusion.nemotron_labs_diffusion_provider.NemotronLabsDiffusionModelProvider attribute) architectures (bridge.models.stepfun.configuration_step35.Step35Config attribute) (bridge.models.stepfun.configuration_step37.Step37Config attribute) ARTIFACTS (bridge.models.hf_pretrained.base.PreTrainedBase attribute) (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM attribute) (bridge.models.hf_pretrained.masked_lm.PreTrainedMaskedLM attribute) as_dict() (bridge.models.gpt.model_config.BridgeGPTModelConfig method) (bridge.models.mamba.mamba_builder.MambaModelConfig method) as_model_kwargs() (bridge.training.utils.visual_inputs.GenericVisualInputs method) (bridge.training.utils.visual_inputs.Qwen2AudioInputs method) asdict() (bridge.models.transformer_config.TransformerConfig method) assemble_packed_sequence() (in module bridge.data.megatron_mimo.sequence_pack) assert_per_token_loss_config() (in module bridge.training.post_training.dspark.loss) assistant_mask (bridge.data.conversation_processing.TokenizedConversation attribute) assistant_mask_boundary_config_from_markers() (in module bridge.data.conversation_processing) ASSISTANT_TOKEN (in module bridge.models.deepseek.data.encoding_v4) AssistantMaskBoundaryConfig (class in bridge.data.conversation_processing) assumptions (bridge.training.utils.theoretical_memory_utils.TrainingMemoryEstimate attribute) async_calls_queue (bridge.training.state.GlobalState property) async_strategy (bridge.training.config.CheckpointConfig attribute) async_tensor_model_parallel_allreduce (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.qwen3_asr.qwen3_asr_provider.Qwen3ASRModelProvider attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) async_write_results_mp_mode (bridge.training.config.CheckpointConfig attribute) atomic_gemm (bridge.training.comm_overlap.PipelineOverlapCfg attribute) (bridge.training.comm_overlap.RingExchangeOverlapCfg attribute) attention_backend (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.gemma.gemma3_provider.Gemma3ModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.gemma.gemma_provider.GemmaModelProvider attribute) (bridge.models.gemma_vl.gemma3_vl_provider.Gemma3VLModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) ATTENTION_CLASSES (in module bridge.models.bailing.modeling_bailing_moe_v2) attention_dropout (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider attribute) (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.gemma.gemma2_provider.Gemma2ModelProvider attribute) (bridge.models.gemma.gemma3_provider.Gemma3ModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.gemma.gemma_provider.GemmaModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) (bridge.models.llama_nemotron.llama_nemotron_provider.LlamaNemotronHeterogeneousProvider attribute) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider attribute) (bridge.models.mistral.mistral_provider.MistralModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.qwen3_asr.qwen3_asr_provider.Qwen3ASRModelProvider attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) attention_in_multiplier (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) attention_k_eq_v (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) attention_mask (bridge.data.energon.hf_task_encoder.HFEnergonBatch attribute) (bridge.models.hf_pretrained.causal_lm.GenerateKwargs attribute) (bridge.models.qwen_vl.data.energon.QwenVLTaskBatch attribute) attention_other_setting (bridge.models.stepfun.step35_provider.Step35ModelProvider attribute) attention_out_multiplier (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) attention_output_gate (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) attention_softmax_in_fp32 (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider attribute) (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) (bridge.models.qwen3_asr.qwen3_asr_provider.Qwen3ASRModelProvider attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) (bridge.models.t5_provider.T5ModelProvider attribute) attention_value_scale (bridge.models.mimo_v2_flash.mimo_v2_flash_provider.MiMoV2FlashModelProvider attribute) attentions (bridge.models.bailing.modeling_bailing_moe_v2.MoEV2CausalLMOutputWithPast attribute) attn_logit_softcapping (bridge.models.gemma.gemma2_provider.Gemma2ModelProvider attribute) attn_res_aggregate() (in module bridge.models.kimi.kimi_k3_ops) attribute_map (bridge.models.qwen3_asr.hf_qwen3_asr.configuration_qwen3_asr.Qwen3ASRThinkerConfig attribute) attributes (bridge.models.qwen3_asr.hf_qwen3_asr.processing_qwen3_asr.Qwen3ASRProcessor attribute) audio (bridge.data.conversation_processing.NormalizedVLMSample attribute) (bridge.data.energon.task_encoder_utils.ChatMLSample attribute) audio_config (bridge.models.gemma_vl.gemma4_vl_provider.Gemma4DenseVLProvider attribute) (bridge.models.gemma_vl.gemma4_vl_provider.Gemma4VLModelProvider attribute) audio_end_token_id (bridge.models.qwen_omni.modeling_qwen3_omni.transformer_config.Qwen3OmniTransformerConfig attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) audio_start_token_id (bridge.models.qwen3_asr.modeling_qwen3_asr.transformer_config.Qwen3ASRTransformerConfig attribute) (bridge.models.qwen3_asr.qwen3_asr_provider.Qwen3ASRModelProvider attribute) (bridge.models.qwen_omni.modeling_qwen25_omni.transformer_config.Qwen25OmniTransformerConfig attribute) (bridge.models.qwen_omni.modeling_qwen3_omni.transformer_config.Qwen3OmniTransformerConfig attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) audio_token_id (bridge.models.gemma_vl.gemma4_vl_provider.Gemma4DenseVLProvider attribute) (bridge.models.gemma_vl.gemma4_vl_provider.Gemma4VLModelProvider attribute) (bridge.models.qwen3_asr.modeling_qwen3_asr.transformer_config.Qwen3ASRTransformerConfig attribute) (bridge.models.qwen3_asr.qwen3_asr_provider.Qwen3ASRModelProvider attribute) (bridge.models.qwen_audio.qwen2_audio_provider.Qwen2AudioModelProvider attribute) (bridge.models.qwen_omni.modeling_qwen25_omni.transformer_config.Qwen25OmniTransformerConfig attribute) (bridge.models.qwen_omni.modeling_qwen3_omni.transformer_config.Qwen3OmniTransformerConfig attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) audiohandler (class in bridge.data.energon.task_encoder_utils) auto_map_model_class (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM property) AutoBridge (class in bridge.models.conversion.auto_bridge) autocast_dtype (bridge.models.gemma.gemma3_provider.Gemma3ModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.gemma.gemma_provider.GemmaModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.llama_nemotron.llama_nemotron_provider.LlamaNemotronHeterogeneousProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.training.mixed_precision.MixedPrecisionConfig attribute) autocast_enabled (bridge.training.mixed_precision.MixedPrecisionConfig attribute) AutocastTransformerLayer (class in bridge.models.gpt_full_te_layer_autocast_spec) AutoMapping (class in bridge.models.conversion.param_mapping) aux_loss (bridge.models.bailing.modeling_bailing_moe_v2.MoEV2CausalLMOutputWithPast attribute) axes_dims_rope (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) B backward() (bridge.models.exaone.exaone45.modelling_exaone45.utils.AllGatherVisionEmbeddings static method) (bridge.models.qwen_vl.modelling_qwen3_vl.utils.AllGatherVisionEmbeddings static method) (bridge.peft.utils._All2AllHp2Sp static method) BAILINGMOEV2_INPUTS_DOCSTRING (in module bridge.models.bailing.modeling_bailing_moe_v2) BAILINGMOEV2_START_DOCSTRING (in module bridge.models.bailing.modeling_bailing_moe_v2) BailingMoeV2Attention (class in bridge.models.bailing.modeling_bailing_moe_v2) BailingMoeV2Bridge (class in bridge.models.bailing.bailing_moe2_bridge) BailingMoeV2Config (class in bridge.models.bailing.configuration_bailing_moe_v2) BailingMoeV2DecoderLayer (class in bridge.models.bailing.modeling_bailing_moe_v2) BailingMoeV2FlashAttention2 (class in bridge.models.bailing.modeling_bailing_moe_v2) BailingMoeV2ForCausalLM (class in bridge.models.bailing.modeling_bailing_moe_v2) BailingMoeV2Gate (class in bridge.models.bailing.modeling_bailing_moe_v2) BailingMoeV2MLP (class in bridge.models.bailing.modeling_bailing_moe_v2) BailingMoeV2Model (class in bridge.models.bailing.modeling_bailing_moe_v2) BailingMoeV2MTPLayer (class in bridge.models.bailing.modeling_bailing_moe_v2) BailingMoeV2PreTrainedModel (class in bridge.models.bailing.modeling_bailing_moe_v2) BailingMoeV2RMSNorm (class in bridge.models.bailing.modeling_bailing_moe_v2) BailingMoeV2RotaryEmbedding (class in bridge.models.bailing.modeling_bailing_moe_v2) BailingMoeV2SdpaAttention (class in bridge.models.bailing.modeling_bailing_moe_v2) BailingMoeV2SparseMoeBlock (class in bridge.models.bailing.modeling_bailing_moe_v2) bank_num_rows() (in module bridge.models.kimi.kimi_k3_pipeline) barrier_timeout (bridge.training.config.InProcessRestartConfig attribute) base_config_key (bridge.models.qwen3_asr.hf_qwen3_asr.configuration_qwen3_asr.Qwen3ASRTextConfig attribute) base_linear_forward() (bridge.peft.adapter_wrapper.AdapterWrapper method) base_linear_is_parallel (bridge.peft.utils.AdapterAttributes attribute) base_model_prefix (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2PreTrainedModel attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRPreTrainedModel attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerForConditionalGeneration attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerTextPreTrainedModel attribute) batch (bridge.diffusion.common.flow_matching.adapters.base.FlowMatchingContext attribute) batch() (bridge.data.energon.hf_task_encoder.HFTaskEncoder method) (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskEncoder method) (bridge.diffusion.data.common.diffusion_task_encoder_with_sp.DiffusionTaskEncoderWithSequencePacking method) (bridge.diffusion.data.flux.flux_taskencoder.FluxTaskEncoder method) (bridge.diffusion.data.wan.wan_taskencoder.WanTaskEncoder method) (bridge.models.qwen_vl.data.energon.QwenVLTaskEncoder method) batch_metadata_kwargs() (in module bridge.data.energon.metadata) batch_p2p_comm (bridge.training.comm_overlap._CommOverlapConfig attribute) (bridge.training.comm_overlap.CommOverlapConfig attribute) begin_index (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.FlowMatchEulerDiscreteScheduler property) beta_fast (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) beta_slow (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) bf16 (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.gemma.gemma3_provider.Gemma3ModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.gemma.gemma_provider.GemmaModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) (bridge.models.llama_nemotron.llama_nemotron_provider.LlamaNemotronHeterogeneousProvider attribute) (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider attribute) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider attribute) (bridge.models.mistral.mistral_provider.MistralModelProvider attribute) (bridge.models.model_provider.GetModelKwargs attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) (bridge.training.mixed_precision.MixedPrecisionConfig attribute) bf16_mixed() (in module bridge.training.mixed_precision) bf16_with_fp8_current_scaling_mixed() (in module bridge.training.mixed_precision) bf16_with_fp8_delayed_scaling_mixed() (in module bridge.training.mixed_precision) bf16_with_fp8_subchannel_scaling_mixed() (in module bridge.training.mixed_precision) bf16_with_mxfp8_mixed() (in module bridge.training.mixed_precision) bf16_with_nvfp4_mixed() (in module bridge.training.mixed_precision) bias (bridge.peft.lora_layers.LoRALinear property) bias_activation_fusion (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider attribute) (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.llama_nemotron.llama_nemotron_provider.LlamaNemotronHeterogeneousProvider attribute) (bridge.models.qwen3_asr.qwen3_asr_provider.Qwen3ASRModelProvider attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) (bridge.models.t5_provider.T5ModelProvider attribute) bias_dropout_fusion (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider attribute) (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) (bridge.models.llama_nemotron.llama_nemotron_provider.LlamaNemotronHeterogeneousProvider attribute) (bridge.models.qwen3_asr.qwen3_asr_provider.Qwen3ASRModelProvider attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) (bridge.models.t5_provider.T5ModelProvider attribute) bind_hf_source_to_bridge() (in module bridge.models.megatron_mimo.conversion.orchestrator) blend_seed (bridge.data.builders.direct_hf_sft.DirectHFSFTDatasetConfig attribute) blend_sft_rows() (in module bridge.data.sources.hf) block_keep_mask (bridge.training.post_training.dspark.loss.DSparkForwardOutput attribute) block_size (bridge.diffusion.models.nemotron_labs_diffusion.nemotron_labs_diffusion_provider.NemotronLabsDiffusionModelProvider attribute) (bridge.models.conversion.modelopt_utils.QuantMeta attribute) block_sizes (bridge.models.conversion.modelopt_utils._Nvfp4WeightQuantizerView attribute) BOS_TOKEN (in module bridge.models.deepseek.data.encoding_v4) bos_token_id (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider attribute) (bridge.models.gemma_vl.gemma3_vl_provider.Gemma3VLModelProvider attribute) (bridge.models.gemma_vl.gemma4_vl_provider.Gemma4DenseVLProvider attribute) (bridge.models.gemma_vl.gemma4_vl_provider.Gemma4VLModelProvider attribute) (bridge.models.hf_pretrained.causal_lm.GenerateKwargs attribute) (bridge.models.kimi_vl.kimi_k25_vl_provider.KimiK25VLModelProvider attribute) (bridge.models.qwen_audio.qwen2_audio_provider.Qwen2AudioModelProvider attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) (bridge.models.qwen_vl.qwen25_vl_provider.Qwen25VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) bridge module bridge.data module bridge.data.base module bridge.data.batch_utils module bridge.data.builders module bridge.data.builders.direct_hf_sft module bridge.data.builders.energon module bridge.data.builders.gpt_sft module bridge.data.builders.mock_vlm_sft module bridge.data.collators module bridge.data.collators.registry module bridge.data.collators.sequence module bridge.data.collators.sequence_padding module bridge.data.collators.sft module bridge.data.collators.visual module bridge.data.conversation_processing module bridge.data.datasets module bridge.data.datasets.direct_sft module bridge.data.datasets.fim_dataset module bridge.data.datasets.gpt_sft module bridge.data.datasets.utils module bridge.data.energon module bridge.data.energon.base_energon_datamodule module bridge.data.energon.hf_task_encoder module bridge.data.energon.metadata module bridge.data.energon.nemotron_omni_task_encoder module bridge.data.energon.prepare module bridge.data.energon.task_encoder_utils module bridge.data.iterator_utils module bridge.data.loaders module bridge.data.megatron_mimo module bridge.data.megatron_mimo.base_provider module bridge.data.megatron_mimo.collate module bridge.data.megatron_mimo.dataset module bridge.data.megatron_mimo.dp_utils module bridge.data.megatron_mimo.hf_provider module bridge.data.megatron_mimo.loaders module bridge.data.megatron_mimo.mock_provider module bridge.data.megatron_mimo.sequence_pack module bridge.data.packing module bridge.data.packing.algorithms module bridge.data.packing.config module bridge.data.packing.gpt_sft module bridge.data.packing.in_batch module bridge.data.packing.offline module bridge.data.packing.parquet module bridge.data.packing.paths module bridge.data.samplers module bridge.data.sft_processing module bridge.data.sources module bridge.data.sources.hf module bridge.data.sources.hf_adapters module bridge.data.token_utils module bridge.data.utils module bridge.data.vlm_processing module bridge.diffusion module bridge.diffusion.base module bridge.diffusion.common module bridge.diffusion.common.dllm module bridge.diffusion.common.flow_matching module bridge.diffusion.common.flow_matching.adapters module bridge.diffusion.common.flow_matching.adapters.base module bridge.diffusion.common.flow_matching.adapters.simple module bridge.diffusion.common.flow_matching.flow_matching_pipeline module bridge.diffusion.conversion module bridge.diffusion.conversion.flux module bridge.diffusion.conversion.flux.flux_bridge module bridge.diffusion.conversion.flux.flux_hf_pretrained module bridge.diffusion.conversion.llada15 module bridge.diffusion.conversion.llada15.llada15_bridge module bridge.diffusion.conversion.nemotron_labs_diffusion module bridge.diffusion.conversion.nemotron_labs_diffusion.nemotron_labs_diffusion_bridge module bridge.diffusion.conversion.wan module bridge.diffusion.conversion.wan.wan_bridge module bridge.diffusion.conversion.wan.wan_hf_pretrained module bridge.diffusion.data module bridge.diffusion.data.common module bridge.diffusion.data.common.diffusion_energon_datamodule module bridge.diffusion.data.common.diffusion_sample module bridge.diffusion.data.common.diffusion_task_encoder_with_sp module bridge.diffusion.data.common.safe_decoder module bridge.diffusion.data.common.sequence_packing_utils module bridge.diffusion.data.flux module bridge.diffusion.data.flux.flux_energon_datamodule module bridge.diffusion.data.flux.flux_mock_datamodule module bridge.diffusion.data.flux.flux_taskencoder module bridge.diffusion.data.wan module bridge.diffusion.data.wan.wan_energon_datamodule module bridge.diffusion.data.wan.wan_mock_datamodule module bridge.diffusion.data.wan.wan_taskencoder module bridge.diffusion.models module bridge.diffusion.models.common module bridge.diffusion.models.common.dgpt_step module bridge.diffusion.models.common.dit_attention module bridge.diffusion.models.common.dit_embeddings module bridge.diffusion.models.common.nemotron_labs_diffusion_attention module bridge.diffusion.models.common.normalization module bridge.diffusion.models.flux module bridge.diffusion.models.flux.flow_matching module bridge.diffusion.models.flux.flow_matching.flux_adapter module bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline module bridge.diffusion.models.flux.flux_attention module bridge.diffusion.models.flux.flux_layer_spec module bridge.diffusion.models.flux.flux_model module bridge.diffusion.models.flux.flux_provider module bridge.diffusion.models.flux.flux_step module bridge.diffusion.models.flux.layers module bridge.diffusion.models.llada15 module bridge.diffusion.models.llada15.inference_llada15 module bridge.diffusion.models.llada15.llada15_attention module bridge.diffusion.models.llada15.llada15_provider module bridge.diffusion.models.nemotron_labs_diffusion module bridge.diffusion.models.nemotron_labs_diffusion.inference_nemotron_labs_diffusion module bridge.diffusion.models.nemotron_labs_diffusion.nemotron_labs_diffusion_provider module bridge.diffusion.models.wan module bridge.diffusion.models.wan.flow_matching module bridge.diffusion.models.wan.flow_matching.flow_inference_pipeline module bridge.diffusion.models.wan.flow_matching.flow_matching_pipeline_wan module bridge.diffusion.models.wan.inference module bridge.diffusion.models.wan.inference.utils module bridge.diffusion.models.wan.rope_utils module bridge.diffusion.models.wan.utils module bridge.diffusion.models.wan.wan_layer_spec module bridge.diffusion.models.wan.wan_model module bridge.diffusion.models.wan.wan_provider module bridge.diffusion.models.wan.wan_step module bridge.diffusion.recipes module bridge.diffusion.recipes.flux module bridge.diffusion.recipes.flux.flux module bridge.diffusion.recipes.nemotron_labs_diffusion module bridge.diffusion.recipes.nemotron_labs_diffusion.ar_to_dlm module bridge.diffusion.recipes.nemotron_labs_diffusion.continuous_pretraining module bridge.diffusion.recipes.wan module bridge.diffusion.recipes.wan.wan module bridge.models module bridge.models._deprecation module bridge.models.bailing module bridge.models.bailing.bailing_moe2_bridge module bridge.models.bailing.configuration_bailing_moe_v2 module bridge.models.bailing.modeling_bailing_moe_v2 module bridge.models.common module bridge.models.common.base module bridge.models.common.heads module bridge.models.common.te_layers module bridge.models.common.unimodal module bridge.models.config module bridge.models.conversion module bridge.models.conversion.auto_bridge module bridge.models.conversion.mapping_registry module bridge.models.conversion.model_bridge module bridge.models.conversion.modelopt_utils module bridge.models.conversion.param_mapping module bridge.models.conversion.peft_bridge module bridge.models.conversion.quant_bridge module bridge.models.conversion.quant_mapping module bridge.models.conversion.quantization_utils module bridge.models.conversion.transformers_compat module bridge.models.conversion.utils module bridge.models.decorators module bridge.models.decorators.dispatch module bridge.models.decorators.torchrun module bridge.models.deepseek module bridge.models.deepseek.attention module bridge.models.deepseek.common module bridge.models.deepseek.data module bridge.models.deepseek.data.collate_fn module bridge.models.deepseek.data.encoding_v4 module bridge.models.deepseek.deepseek_v2_bridge module bridge.models.deepseek.deepseek_v3_bridge module bridge.models.deepseek.deepseek_v4_bridge module bridge.models.deepseek.deepseek_v4_step module bridge.models.distillation_provider module bridge.models.ernie module bridge.models.ernie.ernie_45_bridge module bridge.models.ernie_vl module bridge.models.ernie_vl.ernie45_vl_bridge module bridge.models.ernie_vl.ernie45_vl_provider module bridge.models.ernie_vl.modeling_ernie45_vl module bridge.models.ernie_vl.modeling_ernie45_vl.ernie_decoder_layer_spec module bridge.models.ernie_vl.modeling_ernie45_vl.ernie_moe_layer module bridge.models.ernie_vl.modeling_ernie45_vl.model module bridge.models.ernie_vl.modeling_ernie45_vl.vision_attention module bridge.models.ernie_vl.modeling_ernie45_vl.vision_layer_spec module bridge.models.ernie_vl.modeling_ernie45_vl.vision_model module bridge.models.ernie_vl.modeling_ernie45_vl.vision_transformer_config module bridge.models.exaone module bridge.models.exaone.exaone4 module bridge.models.exaone.exaone4.exaone4_bridge module bridge.models.exaone.exaone4.exaone4_provider module bridge.models.exaone.exaone45 module bridge.models.exaone.exaone45.exaone45_bridge module bridge.models.exaone.exaone45.exaone45_provider module bridge.models.exaone.exaone45.modelling_exaone45 module bridge.models.exaone.exaone45.modelling_exaone45.model module bridge.models.exaone.exaone45.modelling_exaone45.rope module bridge.models.exaone.exaone45.modelling_exaone45.text_model module bridge.models.exaone.exaone45.modelling_exaone45.transformer_block module bridge.models.exaone.exaone45.modelling_exaone45.transformer_config module bridge.models.exaone.exaone45.modelling_exaone45.utils module bridge.models.exaone.exaone45.modelling_exaone45.vision_model module bridge.models.exaone.exaone_moe module bridge.models.exaone.exaone_moe.exaone_moe_bridge module bridge.models.exaone.exaone_moe.exaone_moe_provider module bridge.models.falcon_h1 module bridge.models.falcon_h1.falconh1_bridge module bridge.models.falcon_h1.falconh1_provider module bridge.models.gemma module bridge.models.gemma.gemma2_bridge module bridge.models.gemma.gemma2_provider module bridge.models.gemma.gemma3_bridge module bridge.models.gemma.gemma3_provider module bridge.models.gemma.gemma4_bridge module bridge.models.gemma.gemma4_provider module bridge.models.gemma.gemma_bridge module bridge.models.gemma.gemma_provider module bridge.models.gemma.modeling_gemma4 module bridge.models.gemma.modules module bridge.models.gemma_vl module bridge.models.gemma_vl.data module bridge.models.gemma_vl.data.collate_fn module bridge.models.gemma_vl.gemma3_vl_bridge module bridge.models.gemma_vl.gemma3_vl_provider module bridge.models.gemma_vl.gemma4_vl_bridge module bridge.models.gemma_vl.gemma4_vl_provider module bridge.models.gemma_vl.modeling_gemma3_vl module bridge.models.gemma_vl.modeling_gemma4_vl module bridge.models.glm module bridge.models.glm.glm45_bridge module bridge.models.glm.glm47_flash_bridge module bridge.models.glm_moe_dsa module bridge.models.glm_moe_dsa.glm5_bridge module bridge.models.glm_moe_dsa.glm5_provider module bridge.models.glm_vl module bridge.models.glm_vl.data module bridge.models.glm_vl.data.collate_fn module bridge.models.glm_vl.glm_45v_bridge module bridge.models.glm_vl.glm_45v_provider module bridge.models.glm_vl.modeling_glm_45v module bridge.models.gpt module bridge.models.gpt.gpt_builder module bridge.models.gpt.model_config module bridge.models.gpt_full_te_layer_autocast_spec module bridge.models.gpt_oss module bridge.models.gpt_oss.gpt_oss_bridge module bridge.models.gpt_provider module bridge.models.hf_pretrained module bridge.models.hf_pretrained.base module bridge.models.hf_pretrained.causal_lm module bridge.models.hf_pretrained.masked_lm module bridge.models.hf_pretrained.safe_config_loader module bridge.models.hf_pretrained.state module bridge.models.hf_pretrained.token_classification module bridge.models.hf_pretrained.utils module bridge.models.hy_v3 module bridge.models.hy_v3.hy_v3_bridge module bridge.models.hybrid module bridge.models.hybrid.hybrid_builder module bridge.models.hybrid.hybrid_provider module bridge.models.kimi module bridge.models.kimi.kimi_bridge module bridge.models.kimi.kimi_k3_bridge module bridge.models.kimi.kimi_k3_layers module bridge.models.kimi.kimi_k3_ops module bridge.models.kimi.kimi_k3_pipeline module bridge.models.kimi.kimi_k3_provider module bridge.models.kimi.kimi_k3_spec module bridge.models.kimi_vl module bridge.models.kimi_vl.data module bridge.models.kimi_vl.data.collate_fn module bridge.models.kimi_vl.kimi_k25_vl_bridge module bridge.models.kimi_vl.kimi_k25_vl_provider module bridge.models.kimi_vl.modeling_kimi_k25_vl module bridge.models.kimi_vl.utils module bridge.models.llama module bridge.models.llama.llama4_utils module bridge.models.llama.llama_bridge module bridge.models.llama_nemotron module bridge.models.llama_nemotron.llama_nemotron_bridge module bridge.models.llama_nemotron.llama_nemotron_provider module bridge.models.logit_dtype module bridge.models.mamba module bridge.models.mamba.mamba_builder module bridge.models.mamba.mamba_provider module bridge.models.megatron_mimo module bridge.models.megatron_mimo.build_model module bridge.models.megatron_mimo.conversion module bridge.models.megatron_mimo.conversion.mimo_model_io module bridge.models.megatron_mimo.conversion.orchestrator module bridge.models.megatron_mimo.llava_provider module bridge.models.megatron_mimo.megatron_mimo_builder module bridge.models.megatron_mimo.megatron_mimo_config module bridge.models.megatron_mimo.megatron_mimo_ddp module bridge.models.megatron_mimo.megatron_mimo_provider module bridge.models.mimo module bridge.models.mimo.mimo_bridge module bridge.models.mimo_v2_flash module bridge.models.mimo_v2_flash.mimo_v2_flash_bridge module bridge.models.mimo_v2_flash.mimo_v2_flash_provider module bridge.models.mimo_v2_flash.modeling_mimo_v2_flash module bridge.models.minimax_m2 module bridge.models.minimax_m2.minimax_m2_bridge module bridge.models.minimax_m2.minimax_m2_provider module bridge.models.minimax_m3 module bridge.models.minimax_m3.minimax_m3_bridge module bridge.models.minimax_m3.modeling_minimax_m3_vl module bridge.models.ministral3 module bridge.models.ministral3.data module bridge.models.ministral3.data.collate_fn module bridge.models.ministral3.ministral3_bridge module bridge.models.ministral3.ministral3_provider module bridge.models.ministral3.modeling_ministral3 module bridge.models.mistral module bridge.models.mistral.mistral_bridge module bridge.models.mistral.mistral_provider module bridge.models.mla_provider module bridge.models.model_provider module bridge.models.nemotron module bridge.models.nemotron.nemotron_bridge module bridge.models.nemotron_omni module bridge.models.nemotron_omni.data module bridge.models.nemotron_omni.data.collate_fn module bridge.models.nemotron_omni.modeling_nemotron_omni module bridge.models.nemotron_omni.modeling_nemotron_omni_llava module bridge.models.nemotron_omni.nemotron_omni_bridge module bridge.models.nemotron_omni.nemotron_omni_provider module bridge.models.nemotron_omni.nemotron_omni_sound module bridge.models.nemotron_omni.nemotron_omni_utils module bridge.models.nemotron_vl module bridge.models.nemotron_vl.data module bridge.models.nemotron_vl.data.collate_fn module bridge.models.nemotron_vl.modeling_nemotron_vl module bridge.models.nemotron_vl.nemotron_vl_bridge module bridge.models.nemotron_vl.nemotron_vl_provider module bridge.models.nemotron_vl.nemotron_vl_utils module bridge.models.nemotronh module bridge.models.nemotronh.nemotron_h_bridge module bridge.models.olmoe module bridge.models.olmoe.olmoe_bridge module bridge.models.olmoe.olmoe_provider module bridge.models.qwen module bridge.models.qwen.qwen2_bridge module bridge.models.qwen.qwen35_bridge module bridge.models.qwen.qwen3_bridge module bridge.models.qwen.qwen3_moe_bridge module bridge.models.qwen.qwen3_next_bridge module bridge.models.qwen3_asr module bridge.models.qwen3_asr.hf_qwen3_asr module bridge.models.qwen3_asr.hf_qwen3_asr.configuration_qwen3_asr module bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr module bridge.models.qwen3_asr.hf_qwen3_asr.processing_qwen3_asr module bridge.models.qwen3_asr.modeling_qwen3_asr module bridge.models.qwen3_asr.modeling_qwen3_asr.model module bridge.models.qwen3_asr.modeling_qwen3_asr.rope module bridge.models.qwen3_asr.modeling_qwen3_asr.thinker_model module bridge.models.qwen3_asr.modeling_qwen3_asr.transformer_config module bridge.models.qwen3_asr.qwen3_asr_bridge module bridge.models.qwen3_asr.qwen3_asr_provider module bridge.models.qwen_audio module bridge.models.qwen_audio.data module bridge.models.qwen_audio.data.collate_fn module bridge.models.qwen_audio.modeling_qwen2_audio module bridge.models.qwen_audio.qwen2_audio_bridge module bridge.models.qwen_audio.qwen2_audio_provider module bridge.models.qwen_omni module bridge.models.qwen_omni.data module bridge.models.qwen_omni.data.collate_fn module bridge.models.qwen_omni.modeling_qwen25_omni module bridge.models.qwen_omni.modeling_qwen25_omni.model module bridge.models.qwen_omni.modeling_qwen25_omni.rope module bridge.models.qwen_omni.modeling_qwen25_omni.thinker_model module bridge.models.qwen_omni.modeling_qwen25_omni.transformer_config module bridge.models.qwen_omni.modeling_qwen3_omni module bridge.models.qwen_omni.modeling_qwen3_omni.model module bridge.models.qwen_omni.modeling_qwen3_omni.rope module bridge.models.qwen_omni.modeling_qwen3_omni.thinker_model module bridge.models.qwen_omni.modeling_qwen3_omni.transformer_config module bridge.models.qwen_omni.qwen25_omni_bridge module bridge.models.qwen_omni.qwen25_omni_provider module bridge.models.qwen_omni.qwen3_omni_bridge module bridge.models.qwen_omni.qwen3_omni_provider module bridge.models.qwen_omni.qwen3_omni_step module bridge.models.qwen_vl module bridge.models.qwen_vl.data module bridge.models.qwen_vl.data.collate_fn module bridge.models.qwen_vl.data.energon module bridge.models.qwen_vl.modeling_qwen25_vl module bridge.models.qwen_vl.modelling_qwen3_vl module bridge.models.qwen_vl.modelling_qwen3_vl.attention module bridge.models.qwen_vl.modelling_qwen3_vl.model module bridge.models.qwen_vl.modelling_qwen3_vl.rope module bridge.models.qwen_vl.modelling_qwen3_vl.text_model module bridge.models.qwen_vl.modelling_qwen3_vl.token_classification module bridge.models.qwen_vl.modelling_qwen3_vl.transformer_block module bridge.models.qwen_vl.modelling_qwen3_vl.transformer_config module bridge.models.qwen_vl.modelling_qwen3_vl.utils module bridge.models.qwen_vl.modelling_qwen3_vl.vision_model module bridge.models.qwen_vl.qwen25_vl_bridge module bridge.models.qwen_vl.qwen25_vl_provider module bridge.models.qwen_vl.qwen35_vl_bridge module bridge.models.qwen_vl.qwen35_vl_provider module bridge.models.qwen_vl.qwen3_vl_bridge module bridge.models.qwen_vl.qwen3_vl_provider module bridge.models.qwen_vl.qwen3_vl_step module bridge.models.sarvam module bridge.models.sarvam.common module bridge.models.sarvam.sarvam_mla_bridge module bridge.models.sarvam.sarvam_moe_bridge module bridge.models.sarvam.sarvam_provider module bridge.models.stepfun module bridge.models.stepfun.configuration_step35 module bridge.models.stepfun.configuration_step37 module bridge.models.stepfun.data module bridge.models.stepfun.data.flickr8k module bridge.models.stepfun.data.flickr8k.flickr8k_loader module bridge.models.stepfun.data.flickr8k.multimodal_utils module bridge.models.stepfun.data.flickr8k.pack_transform module bridge.models.stepfun.data.flickr8k.packed_dataloader module bridge.models.stepfun.data.flickr8k.packing module bridge.models.stepfun.data.flickr8k.preprocess module bridge.models.stepfun.data.flickr8k.provider module bridge.models.stepfun.data.flickr8k.samplers module bridge.models.stepfun.data.flickr8k.template module bridge.models.stepfun.modelling_step37 module bridge.models.stepfun.modelling_step37.attention module bridge.models.stepfun.modelling_step37.image_insert_embedding module bridge.models.stepfun.modelling_step37.model module bridge.models.stepfun.modelling_step37.rope module bridge.models.stepfun.modelling_step37.text_model module bridge.models.stepfun.modelling_step37.transformer_block module bridge.models.stepfun.modelling_step37.transformer_config module bridge.models.stepfun.modelling_step37.utils module bridge.models.stepfun.modelling_step37.vision_model module bridge.models.stepfun.step35_bridge module bridge.models.stepfun.step35_provider module bridge.models.stepfun.step37_bridge module bridge.models.stepfun.step37_flickr8k_step module bridge.models.stepfun.step37_provider module bridge.models.t5_provider module bridge.models.transformer_config module bridge.package_info module bridge.peft module bridge.peft.adapter_wrapper module bridge.peft.base module bridge.peft.canonical_lora module bridge.peft.dora module bridge.peft.dora_layers module bridge.peft.lora module bridge.peft.lora_layers module bridge.peft.lora_merge module bridge.peft.module_matcher module bridge.peft.multi_lora module bridge.peft.multi_lora_layers module bridge.peft.recompute module bridge.peft.utils module bridge.peft.walk_utils module bridge.perf_recipes module bridge.perf_recipes._common module bridge.perf_recipes.deepseek module bridge.perf_recipes.deepseek.b200 module bridge.perf_recipes.deepseek.b200.deepseek_v3 module bridge.perf_recipes.deepseek.b200.deepseek_v4 module bridge.perf_recipes.deepseek.b300 module bridge.perf_recipes.deepseek.b300.deepseek_v3 module bridge.perf_recipes.deepseek.b300.deepseek_v4 module bridge.perf_recipes.deepseek.common module bridge.perf_recipes.deepseek.gb200 module bridge.perf_recipes.deepseek.gb200.deepseek_v3 module bridge.perf_recipes.deepseek.gb200.deepseek_v4 module bridge.perf_recipes.deepseek.gb300 module bridge.perf_recipes.deepseek.gb300.deepseek_v3 module bridge.perf_recipes.deepseek.gb300.deepseek_v4 module bridge.perf_recipes.deepseek.h100 module bridge.perf_recipes.deepseek.h100.deepseek_v3 module bridge.perf_recipes.deepseek.vr200 module bridge.perf_recipes.deepseek.vr200.deepseek_v3 module bridge.perf_recipes.environment module bridge.perf_recipes.glm_moe_dsa module bridge.perf_recipes.glm_moe_dsa.gb200 module bridge.perf_recipes.glm_moe_dsa.gb200.glm5 module bridge.perf_recipes.glm_moe_dsa.h100 module bridge.perf_recipes.glm_moe_dsa.h100.glm5 module bridge.perf_recipes.gpt_oss module bridge.perf_recipes.gpt_oss.b200 module bridge.perf_recipes.gpt_oss.b200.gpt_oss module bridge.perf_recipes.gpt_oss.b300 module bridge.perf_recipes.gpt_oss.b300.gpt_oss module bridge.perf_recipes.gpt_oss.common module bridge.perf_recipes.gpt_oss.gb200 module bridge.perf_recipes.gpt_oss.gb200.gpt_oss module bridge.perf_recipes.gpt_oss.gb300 module bridge.perf_recipes.gpt_oss.gb300.gpt_oss module bridge.perf_recipes.gpt_oss.h100 module bridge.perf_recipes.gpt_oss.h100.gpt_oss module bridge.perf_recipes.gpt_oss.vr200 module bridge.perf_recipes.gpt_oss.vr200.gpt_oss module bridge.perf_recipes.kimi module bridge.perf_recipes.kimi.b200 module bridge.perf_recipes.kimi.b200.kimi_k2 module bridge.perf_recipes.kimi.b300 module bridge.perf_recipes.kimi.b300.kimi_k2 module bridge.perf_recipes.kimi.common module bridge.perf_recipes.kimi.gb200 module bridge.perf_recipes.kimi.gb200.kimi_k2 module bridge.perf_recipes.kimi.gb300 module bridge.perf_recipes.kimi.gb300.kimi_k2 module bridge.perf_recipes.kimi.h100 module bridge.perf_recipes.kimi.h100.kimi_k2 module bridge.perf_recipes.kimi.vr200 module bridge.perf_recipes.kimi.vr200.kimi_k2 module bridge.perf_recipes.llama module bridge.perf_recipes.llama.b200 module bridge.perf_recipes.llama.b200.llama3 module bridge.perf_recipes.llama.b200.llama31 module bridge.perf_recipes.llama.b300 module bridge.perf_recipes.llama.b300.llama3 module bridge.perf_recipes.llama.b300.llama31 module bridge.perf_recipes.llama.common module bridge.perf_recipes.llama.gb200 module bridge.perf_recipes.llama.gb200.llama3 module bridge.perf_recipes.llama.gb200.llama31 module bridge.perf_recipes.llama.gb300 module bridge.perf_recipes.llama.gb300.llama3 module bridge.perf_recipes.llama.gb300.llama31 module bridge.perf_recipes.llama.h100 module bridge.perf_recipes.llama.h100.llama3 module bridge.perf_recipes.llama.h100.llama31 module bridge.perf_recipes.llama.r100 module bridge.perf_recipes.llama.r100.llama3 module bridge.perf_recipes.llama.vr200 module bridge.perf_recipes.llama.vr200.llama3 module bridge.perf_recipes.llama.vr200.llama31 module bridge.perf_recipes.nemotronh module bridge.perf_recipes.nemotronh.b200 module bridge.perf_recipes.nemotronh.b200.nemotronh module bridge.perf_recipes.nemotronh.b300 module bridge.perf_recipes.nemotronh.b300.nemotronh module bridge.perf_recipes.nemotronh.common module bridge.perf_recipes.nemotronh.gb200 module bridge.perf_recipes.nemotronh.gb200.nemotronh module bridge.perf_recipes.nemotronh.gb300 module bridge.perf_recipes.nemotronh.gb300.nemotronh module bridge.perf_recipes.nemotronh.h100 module bridge.perf_recipes.nemotronh.h100.nemotronh module bridge.perf_recipes.nemotronh.vr200 module bridge.perf_recipes.nemotronh.vr200.nemotronh module bridge.perf_recipes.qwen module bridge.perf_recipes.qwen.b200 module bridge.perf_recipes.qwen.b200.qwen3_moe module bridge.perf_recipes.qwen.b300 module bridge.perf_recipes.qwen.b300.qwen3_moe module bridge.perf_recipes.qwen.common module bridge.perf_recipes.qwen.gb200 module bridge.perf_recipes.qwen.gb200.qwen3_moe module bridge.perf_recipes.qwen.gb300 module bridge.perf_recipes.qwen.gb300.qwen3_moe module bridge.perf_recipes.qwen.h100 module bridge.perf_recipes.qwen.h100.qwen3_moe module bridge.perf_recipes.qwen.vr200 module bridge.perf_recipes.qwen.vr200.qwen3_moe module bridge.perf_recipes.qwen_vl module bridge.perf_recipes.qwen_vl.b200 module bridge.perf_recipes.qwen_vl.b200.qwen35_vl module bridge.perf_recipes.qwen_vl.b200.qwen3_vl module bridge.perf_recipes.qwen_vl.b300 module bridge.perf_recipes.qwen_vl.b300.qwen35_vl module bridge.perf_recipes.qwen_vl.common module bridge.perf_recipes.qwen_vl.gb200 module bridge.perf_recipes.qwen_vl.gb200.qwen35_vl module bridge.perf_recipes.qwen_vl.gb200.qwen3_vl module bridge.perf_recipes.qwen_vl.gb300 module bridge.perf_recipes.qwen_vl.gb300.qwen35_vl module bridge.perf_recipes.qwen_vl.gb300.qwen3_vl module bridge.perf_recipes.qwen_vl.h100 module bridge.perf_recipes.qwen_vl.h100.qwen35_vl module bridge.perf_recipes.qwen_vl.h100.qwen3_vl module bridge.perf_recipes.qwen_vl.vr200 module bridge.perf_recipes.qwen_vl.vr200.qwen35_vl module bridge.perf_recipes.wan module bridge.perf_recipes.wan.common module bridge.perf_recipes.wan.gb200 module bridge.perf_recipes.wan.gb200.wan module bridge.perf_recipes.wan.h100 module bridge.perf_recipes.wan.h100.wan module bridge.recipes module bridge.recipes.common module bridge.recipes.deepseek module bridge.recipes.deepseek.deepseek_v2 module bridge.recipes.deepseek.deepseek_v3 module bridge.recipes.deepseek.deepseek_v4 module bridge.recipes.deepseek.gb200 module bridge.recipes.deepseek.gb200.deepseek_v4 module bridge.recipes.deepseek.gb300 module bridge.recipes.deepseek.gb300.deepseek_v4 module bridge.recipes.deepseek.h100 module bridge.recipes.deepseek.h100.deepseek_v2 module bridge.recipes.deepseek.h100.deepseek_v3 module bridge.recipes.deepseek.h100.deepseek_v4 module bridge.recipes.exaone module bridge.recipes.exaone.exaone4 module bridge.recipes.exaone.exaone45 module bridge.recipes.exaone.exaone_moe module bridge.recipes.exaone.h100 module bridge.recipes.exaone.h100.exaone4 module bridge.recipes.exaone.h100.exaone45 module bridge.recipes.exaone.h100.exaone_moe module bridge.recipes.flux module bridge.recipes.flux.h100 module bridge.recipes.flux.h100.flux module bridge.recipes.gemma module bridge.recipes.gemma.gemma2 module bridge.recipes.gemma.gemma3 module bridge.recipes.gemma.gemma4 module bridge.recipes.gemma.h100 module bridge.recipes.gemma.h100.gemma2 module bridge.recipes.gemma.h100.gemma3 module bridge.recipes.gemma.h100.gemma4 module bridge.recipes.gemma3_vl module bridge.recipes.gemma3_vl.gemma3_vl module bridge.recipes.gemma3_vl.h100 module bridge.recipes.gemma3_vl.h100.gemma3_vl module bridge.recipes.gemma4_vl module bridge.recipes.gemma4_vl.gemma4_vl module bridge.recipes.gemma4_vl.h100 module bridge.recipes.gemma4_vl.h100.gemma4_vl module bridge.recipes.glm module bridge.recipes.glm.gb200 module bridge.recipes.glm.gb200.glm5 module bridge.recipes.glm.glm45 module bridge.recipes.glm.h100 module bridge.recipes.glm.h100.glm45 module bridge.recipes.glm.h100.glm5 module bridge.recipes.glm_vl module bridge.recipes.glm_vl.glm_45v module bridge.recipes.glm_vl.h100 module bridge.recipes.glm_vl.h100.glm_45v module bridge.recipes.gpt module bridge.recipes.gpt.gpt3_175b module bridge.recipes.gpt.h100 module bridge.recipes.gpt.h100.gpt3_175b module bridge.recipes.gpt.h100.vanilla_gpt module bridge.recipes.gpt.vanilla_gpt module bridge.recipes.gpt_oss module bridge.recipes.gpt_oss.gpt_oss module bridge.recipes.gpt_oss.h100 module bridge.recipes.gpt_oss.h100.gpt_oss module bridge.recipes.kimi module bridge.recipes.kimi.h100 module bridge.recipes.kimi.h100.kimi_k2 module bridge.recipes.kimi.kimi_k2 module bridge.recipes.kimi_vl module bridge.recipes.kimi_vl.h100 module bridge.recipes.kimi_vl.h100.kimi_k25_vl module bridge.recipes.kimi_vl.kimi_k25_vl module bridge.recipes.llama module bridge.recipes.llama.h100 module bridge.recipes.llama.h100.llama2 module bridge.recipes.llama.h100.llama3 module bridge.recipes.llama.llama2 module bridge.recipes.llama.llama3 module bridge.recipes.minimax module bridge.recipes.minimax.h100 module bridge.recipes.minimax.h100.minimax_m3 module bridge.recipes.minimax.minimax_m3 module bridge.recipes.ministral3 module bridge.recipes.ministral3.h100 module bridge.recipes.ministral3.h100.ministral3 module bridge.recipes.ministral3.ministral3 module bridge.recipes.moonlight module bridge.recipes.moonlight.h100 module bridge.recipes.moonlight.h100.moonlight_16b module bridge.recipes.moonlight.moonlight_16b module bridge.recipes.nemotron_omni module bridge.recipes.nemotron_omni.h100 module bridge.recipes.nemotron_omni.h100.nemotron_omni module bridge.recipes.nemotron_omni.nemotron_omni module bridge.recipes.nemotron_vl module bridge.recipes.nemotron_vl.h100 module bridge.recipes.nemotron_vl.h100.nemotron_nano_v2_vl module bridge.recipes.nemotron_vl.nemotron_nano_v2_vl module bridge.recipes.nemotronh module bridge.recipes.nemotronh.gb200 module bridge.recipes.nemotronh.gb200.nemotron_3_nano module bridge.recipes.nemotronh.gb200.nemotron_3_super module bridge.recipes.nemotronh.h100 module bridge.recipes.nemotronh.h100.nemotron_3_nano module bridge.recipes.nemotronh.h100.nemotron_3_nano_4b module bridge.recipes.nemotronh.h100.nemotron_3_super module bridge.recipes.nemotronh.h100.nemotron_3_ultra module bridge.recipes.nemotronh.h100.nemotron_nano_v2 module bridge.recipes.nemotronh.h100.nemotronh module bridge.recipes.nemotronh.nemotron_3_nano module bridge.recipes.nemotronh.nemotron_3_nano_4b module bridge.recipes.nemotronh.nemotron_3_super module bridge.recipes.nemotronh.nemotron_3_ultra module bridge.recipes.nemotronh.nemotron_nano_v2 module bridge.recipes.nemotronh.nemotronh module bridge.recipes.olmoe module bridge.recipes.olmoe.h100 module bridge.recipes.olmoe.h100.olmoe_7b module bridge.recipes.olmoe.olmoe_7b module bridge.recipes.qwen module bridge.recipes.qwen.gb200 module bridge.recipes.qwen.gb200.qwen35 module bridge.recipes.qwen.gb200.qwen3_moe module bridge.recipes.qwen.h100 module bridge.recipes.qwen.h100.qwen2 module bridge.recipes.qwen.h100.qwen3 module bridge.recipes.qwen.h100.qwen3_moe module bridge.recipes.qwen.h100.qwen3_next module bridge.recipes.qwen.qwen2 module bridge.recipes.qwen.qwen3 module bridge.recipes.qwen.qwen35 module bridge.recipes.qwen.qwen3_moe module bridge.recipes.qwen.qwen3_next module bridge.recipes.qwen2_audio module bridge.recipes.qwen2_audio.h100 module bridge.recipes.qwen2_audio.h100.qwen2_audio module bridge.recipes.qwen2_audio.qwen2_audio module bridge.recipes.qwen_omni module bridge.recipes.qwen_omni.h100 module bridge.recipes.qwen_omni.h100.qwen3_omni module bridge.recipes.qwen_omni.qwen3_omni module bridge.recipes.qwen_vl module bridge.recipes.qwen_vl.gb200 module bridge.recipes.qwen_vl.gb200.qwen35_vl module bridge.recipes.qwen_vl.h100 module bridge.recipes.qwen_vl.h100.qwen25_vl module bridge.recipes.qwen_vl.h100.qwen35_vl module bridge.recipes.qwen_vl.h100.qwen3_vl module bridge.recipes.qwen_vl.qwen25_vl module bridge.recipes.qwen_vl.qwen25_vl_dataset module bridge.recipes.qwen_vl.qwen35_vl module bridge.recipes.qwen_vl.qwen3_vl module bridge.recipes.run_plugins module bridge.recipes.stepfun module bridge.recipes.stepfun.h100 module bridge.recipes.stepfun.h100.step35 module bridge.recipes.stepfun.h100.step37 module bridge.recipes.stepfun.step35 module bridge.recipes.stepfun.step37 module bridge.recipes.utils module bridge.recipes.utils.dataset_utils module bridge.recipes.utils.determinism_utils module bridge.recipes.utils.environment_utils module bridge.recipes.utils.naming module bridge.recipes.utils.optimizer_utils module bridge.recipes.utils.tokenizer_utils module bridge.recipes.wan module bridge.recipes.wan.h100 module bridge.recipes.wan.h100.wan module bridge.training module bridge.training.audio_lm_step module bridge.training.callbacks module bridge.training.checkpointing module bridge.training.comm_overlap module bridge.training.config module bridge.training.distill module bridge.training.eval module bridge.training.eval_context_parallel_rebinding module bridge.training.fault_tolerance module bridge.training.finetune module bridge.training.flex_dispatcher_backend module bridge.training.forward_step_func_types module bridge.training.fsdp_compat module bridge.training.gpt_step module bridge.training.gtp module bridge.training.initialize module bridge.training.inprocess_restart module bridge.training.llava_step module bridge.training.losses module bridge.training.megatron_mimo_parallel_utils module bridge.training.megatron_mimo_step module bridge.training.mixed_precision module bridge.training.mlm_compat module bridge.training.mlm_compat.activations module bridge.training.mlm_compat.arguments module bridge.training.mlm_compat.model module bridge.training.model_load_save module bridge.training.nemotron_omni_step module bridge.training.nvrx_straggler module bridge.training.optim module bridge.training.post_training module bridge.training.post_training.checkpointing module bridge.training.post_training.distillation module bridge.training.post_training.dspark module bridge.training.post_training.dspark.heads module bridge.training.post_training.dspark.loss module bridge.training.pretrain module bridge.training.pretrain_megatron_mimo module bridge.training.profiling module bridge.training.setup module bridge.training.setup_megatron_mimo module bridge.training.state module bridge.training.tensor_inspect module bridge.training.tokenizers module bridge.training.tokenizers.config module bridge.training.tokenizers.tokenizer module bridge.training.train module bridge.training.train_megatron_mimo module bridge.training.utils module bridge.training.utils.batch_utils module bridge.training.utils.checkpoint_utils module bridge.training.utils.comet_utils module bridge.training.utils.config_utils module bridge.training.utils.flop_utils module bridge.training.utils.log_utils module bridge.training.utils.mlflow_utils module bridge.training.utils.moe_token_drop module bridge.training.utils.omegaconf_utils module bridge.training.utils.packed_seq_utils module bridge.training.utils.padding_utils module bridge.training.utils.pg_utils module bridge.training.utils.sig_utils module bridge.training.utils.theoretical_memory_utils module bridge.training.utils.train_utils module bridge.training.utils.visual_inputs module bridge.training.utils.wandb_utils module bridge.training.vlm_step module bridge.utils module bridge.utils.activation_map module bridge.utils.common_utils module bridge.utils.cuda_graph module bridge.utils.decorators module bridge.utils.fusions module bridge.utils.import_utils module bridge.utils.instantiate_utils module bridge.utils.safe_pickle module bridge.utils.safe_url module bridge.utils.slurm_utils module bridge.utils.vocab_utils module bridge.utils.yaml_utils module BridgeGPTModelConfig (class in bridge.models.gpt.model_config) BridgeSoundEncoder (class in bridge.models.nemotron_omni.nemotron_omni_sound) broadcast_from_pp_rank() (bridge.models.conversion.param_mapping.MegatronParamMapping method) broadcast_obj_from_pp_rank() (bridge.models.conversion.param_mapping.MegatronParamMapping method) broadcast_tensor_to_tp_ranks() (bridge.models.conversion.param_mapping.MegatronParamMapping method) bucket_size (bridge.training.comm_overlap._CommOverlapConfig attribute) (bridge.training.comm_overlap.CommOverlapConfig attribute) build() (bridge.data.builders.direct_hf_sft.DirectHFSFTDatasetBuilder method) (bridge.data.builders.energon.EnergonDatasetBuilder method) (bridge.data.builders.gpt_sft.GPTSFTDatasetBuilder method) (bridge.data.builders.mock_vlm_sft.MockVLMSFTDatasetBuilder method) (bridge.data.energon.base_energon_datamodule.EnergonMultiModalDataModule method) (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider method) build_adapter_config_dict() (in module bridge.models.conversion.peft_bridge) build_adapter_conversion_tasks() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) build_and_load_model() (in module bridge.training.model_load_save) build_assistant_loss_mask() (in module bridge.data.conversation_processing) build_config_overrides() (bridge.training.config.OptimizerConfigOverrideProvider method) build_conversion_tasks() (bridge.models.conversion.model_bridge.MegatronModelBridge method) (bridge.models.kimi.kimi_k3_bridge.KimiK3Bridge method) (bridge.models.kimi_vl.kimi_k25_vl_bridge.KimiK25VLBridge method) build_dataset_config() (in module bridge.recipes.utils.dataset_utils) build_datasets() (bridge.data.base.DatasetProvider method) (bridge.data.megatron_mimo.base_provider.MegatronMIMODatasetProvider method) (bridge.data.megatron_mimo.hf_provider.HFMegatronMIMODatasetProvider method) (bridge.data.megatron_mimo.mock_provider.MockMegatronMIMOProvider method) (bridge.diffusion.data.common.diffusion_energon_datamodule.DiffusionDataModuleConfig method) (bridge.diffusion.data.flux.flux_energon_datamodule.FluxDataModuleConfig method) (bridge.diffusion.data.flux.flux_energon_datamodule.FluxDatasetConfig method) (bridge.diffusion.data.flux.flux_mock_datamodule.FluxMockDataModuleConfig method) (bridge.diffusion.data.wan.wan_energon_datamodule.WanDataModuleConfig method) (bridge.diffusion.data.wan.wan_energon_datamodule.WanDatasetConfig method) (bridge.diffusion.data.wan.wan_mock_datamodule.WanMockDataModuleConfig method) (bridge.models.stepfun.data.flickr8k.provider.Step37Flickr8kSFTDataProvider method) (bridge.recipes.qwen_vl.qwen25_vl_dataset.MockQwen25VLDatasetProvider method) build_direct_hf_sft_split() (in module bridge.data.builders.direct_hf_sft) build_energon_task_encoder() (in module bridge.data.builders.energon) build_exaone_moe_layer_spec() (in module bridge.models.exaone.exaone_moe.exaone_moe_provider) build_export_fp8_tasks() (bridge.models.conversion.model_bridge.MegatronModelBridge method) build_gpt_sft_split() (in module bridge.data.builders.gpt_sft) build_hf_modelopt_quant_metadata() (in module bridge.models.conversion.modelopt_utils) build_hypercomm_grids() (in module bridge.models.megatron_mimo.megatron_mimo_builder) build_image_for_insert() (in module bridge.models.stepfun.data.flickr8k.multimodal_utils) build_index_files() (in module bridge.data.datasets.utils) build_index_from_memdata() (in module bridge.data.datasets.utils) build_infra() (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider method) build_kimi_k3_spec() (in module bridge.models.kimi.kimi_k3_spec) build_language_model_spec() (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider method) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider method) build_language_spec() (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider method) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider method) build_markov_head() (in module bridge.training.post_training.dspark.heads) build_mcore_thd_sequence_batch_from_rows() (in module bridge.data.packing.in_batch) build_megatron_mimo_data_loaders() (in module bridge.data.megatron_mimo.loaders) build_megatron_mimo_model() (in module bridge.models.megatron_mimo.build_model) build_mimo_model() (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge method) build_mock_vlm_sft_split() (in module bridge.data.builders.mock_vlm_sft) build_model() (bridge.models.gpt.gpt_builder.GPTModelBuilder method) (bridge.models.hybrid.hybrid_builder.HybridModelBuilder method) (bridge.models.mamba.mamba_builder.MambaModelBuilder method) build_modelopt_export_plan() (in module bridge.models.conversion.modelopt_utils) build_mtp_spec() (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider method) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider method) build_packed_seq_params() (bridge.models.ernie_vl.modeling_ernie45_vl.vision_model.ErnieVLVisionModel method) (bridge.models.qwen_vl.modelling_qwen3_vl.vision_model.Qwen3VLVisionModel method) build_pg_collection_for_schedule() (in module bridge.training.megatron_mimo_parallel_utils) build_pretraining_data_loader() (in module bridge.data.samplers) build_qwen_vl_packed_batch() (in module bridge.models.qwen_vl.data.collate_fn) build_route_local_registry() (in module bridge.models.megatron_mimo.conversion.orchestrator) build_shifted_labels_and_loss_mask() (in module bridge.data.conversation_processing) build_step35_layer_spec() (in module bridge.models.stepfun.step35_bridge) build_tokenizer() (in module bridge.training.tokenizers.tokenizer) build_train_valid_test_data_iterators() (in module bridge.data.loaders) build_train_valid_test_data_loaders() (in module bridge.data.loaders) build_train_valid_test_datasets() (in module bridge.data.loaders) build_train_valid_test_datasets_for_num_epochs() (in module bridge.data.loaders) build_vision_encoder_spec() (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider method) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider method) builder (bridge.models.gpt.gpt_builder.GPTModelConfig attribute) (bridge.models.hybrid.hybrid_builder.HybridModelConfig attribute) (bridge.models.mamba.mamba_builder.MambaModelConfig attribute) BulkOverlapCfg (class in bridge.training.comm_overlap) bytes_per_parameter (bridge.training.utils.theoretical_memory_utils.MemoryComponentEstimate attribute) C cache_dir (bridge.models.stepfun.data.flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) cache_image() (in module bridge.diffusion.models.wan.inference.utils) cache_video() (in module bridge.diffusion.models.wan.inference.utils) calc_dtensor_params_l2_norm() (in module bridge.training.utils.train_utils) calc_ft_timeouts (bridge.recipes.run_plugins.FaultTolerancePlugin attribute) (bridge.recipes.run_plugins.FaultTolerancePluginScriptArgs attribute) (bridge.training.config.FaultToleranceConfig attribute) calc_individual_gpu_perf (bridge.training.config.NVRxStragglerDetectionConfig attribute) calc_params_l2_norm() (in module bridge.training.utils.train_utils) calc_relative_gpu_perf (bridge.training.config.NVRxStragglerDetectionConfig attribute) calculate_avg_seqlen() (in module bridge.data.packing.algorithms) callable_to_str() (in module bridge.utils.activation_map) Callback (class in bridge.training.callbacks) CallbackContext (class in bridge.training.callbacks) CallbackManager (class in bridge.training.callbacks) can_enable_gradient_accumulation_fusion() (in module bridge.utils.fusions) can_handle() (bridge.models.conversion.auto_bridge.AutoBridge class method) canonical_mapping (bridge.peft.module_matcher.ModuleMatcher attribute) CanonicalLoRA (class in bridge.peft.canonical_lora) CanonicalSFTExample (in module bridge.data.sft_processing) caption (bridge.models.stepfun.data.flickr8k.flickr8k_loader.Flickr8kSample attribute) caption_key (bridge.models.stepfun.data.flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) CausalLMType (in module bridge.models.hf_pretrained.causal_lm) cfg (bridge.training.state.GlobalState property) cfg_dropout_prob (bridge.diffusion.common.flow_matching.adapters.base.FlowMatchingContext attribute) cga_size (bridge.training.comm_overlap.BulkOverlapCfg attribute) (bridge.training.comm_overlap.PipelineOverlapCfg attribute) (bridge.training.comm_overlap.RingExchangeOverlapCfg attribute) chat_template_kwargs_from_example() (in module bridge.data.conversation_processing) chat_template_path (bridge.training.tokenizers.config.TokenizerConfig attribute) CHATML_ASSISTANT_END (in module bridge.models.nemotron_omni.data.collate_fn) (in module bridge.models.qwen_omni.data.collate_fn) (in module bridge.models.qwen_vl.data.collate_fn) CHATML_ASSISTANT_ROLE (in module bridge.data.conversation_processing) CHATML_ASSISTANT_START (in module bridge.models.nemotron_omni.data.collate_fn) (in module bridge.models.qwen_omni.data.collate_fn) (in module bridge.models.qwen_vl.data.collate_fn) CHATML_OTHER_ROLE_STARTS (in module bridge.models.nemotron_omni.data.collate_fn) (in module bridge.models.qwen_omni.data.collate_fn) (in module bridge.models.qwen_vl.data.collate_fn) ChatMLSample (class in bridge.data.energon.task_encoder_utils) ChatMLWebdataset (class in bridge.data.energon.task_encoder_utils) ChatSFTExample (class in bridge.data.sft_processing) ChatSFTPreprocessingConfig (class in bridge.data.sft_processing) check_nvrx_straggler_detection() (in module bridge.training.nvrx_straggler) check_optimizer_step_success (bridge.training.config.TrainingConfig attribute) check_stragglers() (bridge.training.nvrx_straggler.NVRxStragglerDetectionManager method) checkpoint (bridge.training.config.ConfigContainer attribute) checkpoint_and_decide_exit() (in module bridge.training.train) checkpoint_exists() (in module bridge.training.utils.checkpoint_utils) checkpoint_manager (bridge.training.setup.SetupOutput attribute) (bridge.training.setup_megatron_mimo.MegatronMIMOSetupOutput attribute) CheckpointConfig (class in bridge.training.config) checkpointing_context (bridge.training.checkpointing.DefaultCheckpointManager property) CheckpointLoadContext (class in bridge.training.checkpointing) CheckpointManager (class in bridge.training.checkpointing) CheckpointPath (in module bridge.peft.utils) CheckpointSaveContext (class in bridge.training.checkpointing) CheckpointType (class in bridge.training.checkpointing) ChunkedMapping (class in bridge.models.conversion.param_mapping) chunkify() (in module bridge.models.llama.llama4_utils) chunkify_cu_seqlens() (in module bridge.models.llama.llama4_utils) ckpt_path (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) classifier_dropout (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35TokenClassificationModelProvider attribute) classify_gtp_remat_chains() (in module bridge.training.gtp) clean_up_tokenization_spaces (bridge.models.hf_pretrained.causal_lm.DecodeKwargs attribute) cleanup_old_non_persistent_checkpoint() (in module bridge.training.checkpointing) clear_adapter_slot() (bridge.peft.multi_lora_layers.MultiLoRALinear method) (in module bridge.peft.multi_lora_layers) clear_broadcast_cache() (bridge.models.conversion.param_mapping.MegatronParamMapping method) clear_cuda_graph_modules() (in module bridge.utils.cuda_graph) clear_export_buffer() (bridge.models.ernie_vl.ernie45_vl_bridge._ConcatBiasMapping class method) clear_kv_cache() (bridge.diffusion.models.common.nemotron_labs_diffusion_attention.NemotronLabsDiffusionAttention method) clear_moe_mm_token_type_ids() (in module bridge.models.ernie_vl.modeling_ernie45_vl.ernie_moe_layer) clear_tensor_spec_output_cache() (bridge.models.conversion.param_mapping.MegatronParamMapping method) ClipConfig (class in bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline) close() (bridge.data.packing.parquet.GPTSFTPackedParquetDataset method) code2wav_config (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) collapse_image_tokens (bridge.data.builders.energon.NemotronOmniEnergonTaskEncoderConfig attribute) collapse_thw() (in module bridge.models.exaone.exaone45.modelling_exaone45.utils) (in module bridge.models.qwen_vl.modelling_qwen3_vl.utils) collate_fn() (bridge.data.datasets.gpt_sft.GPTSFTChatDataset method) (bridge.data.datasets.gpt_sft.GPTSFTDataset method) (bridge.data.energon.hf_task_encoder.HFTaskEncoder method) (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskEncoder method) (bridge.data.packing.gpt_sft.GPTSFTPackedDataset method) (bridge.models.qwen_vl.data.energon.QwenVLTaskEncoder method) CollateFunction (in module bridge.data.builders.direct_hf_sft) collect_modelopt_quant_metadata() (in module bridge.models.conversion.modelopt_utils) ColumnParallelMapping (class in bridge.models.conversion.param_mapping) combine_local_hf_weights() (bridge.models.conversion.model_bridge.WeightConversionTask method) comet_api_key (bridge.training.config.LoggerConfig attribute) comet_experiment_name (bridge.training.config.LoggerConfig attribute) comet_logger (bridge.training.state.GlobalState property) comet_project (bridge.training.config.LoggerConfig attribute) comet_tags (bridge.training.config.LoggerConfig attribute) comet_workspace (bridge.training.config.LoggerConfig attribute) CometPlugin (class in bridge.recipes.run_plugins) CometPluginScriptArgs (class in bridge.recipes.run_plugins) comm_overlap (bridge.training.config.ConfigContainer attribute) COMMON_PERF_ENV_VARS (in module bridge.perf_recipes.environment) COMMON_RECIPE_ENV_VARS (in module bridge.recipes.utils.environment_utils) CommOverlapConfig (class in bridge.training.comm_overlap) COMPACT_IMAGE_PLACEHOLDER (in module bridge.models.nemotron_omni.nemotron_omni_utils) completion (bridge.data.sft_processing.PromptCompletionSFTExample attribute) completion_column (bridge.data.sft_processing.PromptCompletionSFTPreprocessingConfig attribute) completion_ids (bridge.data.sft_processing.TokenizedPromptCompletion attribute) completion_timeout (bridge.training.config.InProcessRestartConfig attribute) component_pg_context() (in module bridge.models.megatron_mimo.conversion.orchestrator) compute_activation_memory() (in module bridge.training.utils.theoretical_memory_utils) compute_audio_token_count() (in module bridge.models.nemotron_omni.nemotron_omni_utils) compute_block_mask() (in module bridge.diffusion.common.dllm) compute_loss() (bridge.diffusion.common.flow_matching.flow_matching_pipeline.FlowMatchingPipeline method) (bridge.diffusion.models.wan.flow_matching.flow_matching_pipeline_wan.WanFlowMatchingPipeline method) compute_mel_features() (in module bridge.models.nemotron_omni.nemotron_omni_utils) compute_mel_features_with_length() (in module bridge.models.nemotron_omni.nemotron_omni_utils) compute_nvfp4_input_scale() (in module bridge.models.conversion.modelopt_utils) compute_nvfp4_weight_scale() (in module bridge.models.conversion.modelopt_utils) compute_rope_args() (in module bridge.models.stepfun.data.flickr8k.multimodal_utils) compute_step_bias() (bridge.training.post_training.dspark.heads.GatedMarkovHead method) (bridge.training.post_training.dspark.heads.VanillaMarkov method) compute_throughputs_and_append_to_progress_log() (in module bridge.training.train) compute_weight_and_optimizer_memory() (in module bridge.training.utils.theoretical_memory_utils) ConcatenatedQKVMapping (class in bridge.models.conversion.param_mapping) confidence_pred (bridge.training.post_training.dspark.loss.DSparkForwardOutput attribute) ConfidenceHead (class in bridge.training.post_training.dspark.heads) config (bridge.models.hf_pretrained.base.PreTrainedBase property) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRAudioEncoder attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRPreTrainedModel attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerForConditionalGeneration attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerTextModel attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerTextPreTrainedModel attribute) config_class (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2PreTrainedModel attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRForConditionalGeneration attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerTextModel attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerTextPreTrainedModel attribute) CONFIG_FILE (in module bridge.training.utils.checkpoint_utils) CONFIG_MAPPING (bridge.models.conversion.model_bridge.MegatronModelBridge attribute) (bridge.models.falcon_h1.falconh1_bridge.FalconH1Bridge attribute) (bridge.models.nemotron.nemotron_bridge.NemotronBridge attribute) (bridge.models.nemotron_omni.nemotron_omni_bridge.NemotronOmniBridge attribute) (bridge.models.nemotron_vl.nemotron_vl_bridge.NemotronVLBridge attribute) (bridge.models.nemotronh.nemotron_h_bridge.NemotronHBridge attribute) (bridge.models.stepfun.step35_bridge.Step35Bridge attribute) (bridge.models.stepfun.step37_bridge.Step37Bridge attribute) CONFIG_NAME (bridge.models.model_provider.ModelProviderMixin attribute) ConfigContainer (class in bridge.training.config) ConfigFormat (in module bridge.models.config) ConfigProtocol (class in bridge.models.config) configure_gtp_remat() (in module bridge.training.gtp) configure_model() (bridge.models.gemma_vl.modeling_gemma3_vl.Gemma3VLMultimodalProjectorConfig method) conform_config_to_reference() (in module bridge.models.conversion.utils) consumed_train_samples (bridge.training.state.TrainState attribute) consumed_valid_samples (bridge.training.state.TrainState attribute) context_dim (bridge.diffusion.data.flux.flux_energon_datamodule.FluxDatasetConfig attribute) (bridge.diffusion.data.flux.flux_mock_datamodule.FluxMockDataModuleConfig attribute) (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) context_embeddings (bridge.diffusion.data.common.diffusion_sample.DiffusionSample attribute) context_embeddings_dim (bridge.diffusion.data.wan.wan_energon_datamodule.WanDatasetConfig attribute) (bridge.diffusion.data.wan.wan_mock_datamodule.WanMockDataModuleConfig attribute) context_mask (bridge.diffusion.data.common.diffusion_sample.DiffusionSample attribute) context_parallel_size (bridge.models.megatron_mimo.megatron_mimo_config.ModuleParallelismConfig attribute) (bridge.models.model_provider.ModelParallelKwargs attribute) context_seq_len (bridge.diffusion.data.wan.wan_energon_datamodule.WanDatasetConfig attribute) (bridge.diffusion.data.wan.wan_mock_datamodule.WanMockDataModuleConfig attribute) conversation (bridge.data.conversation_processing.NormalizedVLMSample attribute) (bridge.data.conversation_processing.TokenizedConversation attribute) (bridge.data.energon.task_encoder_utils.ChatMLSample attribute) (bridge.data.sft_processing.ChatSFTExample attribute) convert_adapter_weights_to_peft_state() (in module bridge.models.conversion.peft_bridge) convert_to_amax_map() (in module bridge.models.conversion.quant_mapping) convert_to_distillation_provider() (in module bridge.models.distillation_provider) convert_to_qwenvl_content() (in module bridge.models.qwen_vl.data.energon) cook() (in module bridge.diffusion.data.common.diffusion_task_encoder_with_sp) (in module bridge.diffusion.data.flux.flux_taskencoder) (in module bridge.diffusion.data.wan.wan_taskencoder) cook_chatml_sample() (in module bridge.data.energon.task_encoder_utils) cookers (bridge.diffusion.data.common.diffusion_task_encoder_with_sp.DiffusionTaskEncoderWithSequencePacking attribute) (bridge.diffusion.data.flux.flux_taskencoder.FluxTaskEncoder attribute) (bridge.diffusion.data.wan.wan_taskencoder.WanTaskEncoder attribute) core_attention (bridge.diffusion.models.common.dit_attention.DiTCrossAttentionSubmodules attribute) (bridge.diffusion.models.flux.flux_attention.JointSelfAttentionSubmodules attribute) cp_comm_type (bridge.models.qwen3_asr.qwen3_asr_provider.Qwen3ASRModelProvider attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) create_attention_mask (bridge.recipes.qwen_vl.qwen25_vl_dataset.MockQwen25VLDatasetProvider attribute) create_bridge_decorator() (in module bridge.models.conversion.model_bridge) create_checkpoint_manager() (in module bridge.training.checkpointing) create_ddp_config() (in module bridge.training.utils.config_utils) create_hist() (in module bridge.data.packing.algorithms) create_masked_next_token_loss_function() (in module bridge.training.losses) create_omegaconf_dict_config() (in module bridge.training.utils.omegaconf_utils) create_packing_strategy() (in module bridge.data.packing.algorithms) create_peft() (in module bridge.peft.utils) create_peft_hook() (in module bridge.peft.utils) create_value_head_hook() (in module bridge.models.common.heads) cross_entropy_fusion_impl (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) cross_entropy_loss_fusion (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) cross_seqlen_product_sum (bridge.training.utils.flop_utils.GlobalFlopsRuntimeStats attribute) cross_seqlen_sum (bridge.training.utils.flop_utils.GlobalFlopsRuntimeStats attribute) crossattn_emb_size (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) cu_seqlens_kv (bridge.data.energon.hf_task_encoder.HFEnergonBatch attribute) (bridge.models.qwen_vl.data.energon.QwenVLTaskBatch attribute) cu_seqlens_kv_padded (bridge.data.energon.hf_task_encoder.HFEnergonBatch attribute) (bridge.models.qwen_vl.data.energon.QwenVLTaskBatch attribute) cu_seqlens_q (bridge.data.energon.hf_task_encoder.HFEnergonBatch attribute) (bridge.models.qwen_vl.data.energon.QwenVLTaskBatch attribute) cu_seqlens_q_padded (bridge.data.energon.hf_task_encoder.HFEnergonBatch attribute) (bridge.models.qwen_vl.data.energon.QwenVLTaskBatch attribute) cuda_graph_module_names() (in module bridge.utils.cuda_graph) cuda_graph_scope (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) cuda_graph_warmup_steps (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) curr_eval_iter_idx (bridge.training.state.FaultToleranceState attribute) custom_manager_class (bridge.training.config.CheckpointConfig attribute) cyclic_iter() (in module bridge.data.energon.base_energon_datamodule) (in module bridge.data.loaders) D data_parallel_random_init (bridge.models.model_provider.GetModelKwargs attribute) data_parallel_size (bridge.models.megatron_mimo.megatron_mimo_config.ModuleParallelismConfig attribute) (bridge.training.comm_overlap.CommOverlapConfig attribute) data_path (bridge.training.config.GPTDatasetConfig attribute) data_sharding (bridge.data.base.DataloaderConfig attribute) data_type (bridge.diffusion.common.flow_matching.adapters.base.FlowMatchingContext attribute) DataclassInstance (in module bridge.training.utils.omegaconf_utils) DataclassT (in module bridge.models.conversion.auto_bridge) dataloader_load (bridge.data.base.DataloaderConfig attribute) dataloader_save (bridge.data.base.DataloaderConfig attribute) DATALOADER_STATE_SUBDIR (in module bridge.training.checkpointing) dataloader_type (bridge.data.base.DataloaderConfig attribute) (bridge.data.builders.direct_hf_sft.DirectHFSFTDatasetConfig attribute) (bridge.data.builders.energon.EnergonDatasetConfig attribute) (bridge.data.builders.gpt_sft.GPTSFTDatasetConfig attribute) (bridge.data.builders.mock_vlm_sft.MockVLMSFTDatasetConfig attribute) (bridge.data.megatron_mimo.base_provider.MegatronMIMODatasetProvider attribute) (bridge.data.megatron_mimo.mock_provider.MockMegatronMIMOProvider attribute) (bridge.diffusion.data.common.diffusion_energon_datamodule.DiffusionDataModuleConfig attribute) (bridge.diffusion.data.flux.flux_energon_datamodule.FluxDataModuleConfig attribute) (bridge.diffusion.data.flux.flux_energon_datamodule.FluxDatasetConfig attribute) (bridge.diffusion.data.flux.flux_mock_datamodule.FluxMockDataModuleConfig attribute) (bridge.diffusion.data.wan.wan_energon_datamodule.WanDataModuleConfig attribute) (bridge.diffusion.data.wan.wan_energon_datamodule.WanDatasetConfig attribute) (bridge.diffusion.data.wan.wan_mock_datamodule.WanMockDataModuleConfig attribute) (bridge.models.stepfun.data.flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) DataloaderConfig (class in bridge.data.base) dataset (bridge.training.config.ConfigContainer attribute) dataset_kwargs (bridge.data.builders.energon.EnergonDatasetConfig attribute) (bridge.data.builders.gpt_sft.GPTSFTDatasetConfig attribute) dataset_name (bridge.data.sources.hf.HFDatasetSourceConfig attribute) DATASET_PRESETS (in module bridge.recipes.utils.dataset_utils) dataset_root (bridge.data.builders.gpt_sft.GPTSFTDatasetConfig attribute) dataset_sampling (bridge.models.stepfun.data.flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) dataset_train_mode() (in module bridge.recipes.utils.dataset_utils) DatasetBuildContext (class in bridge.data.base) DatasetPreset (in module bridge.recipes.utils.dataset_utils) DatasetProvider (class in bridge.data.base) datasets_provider() (bridge.data.energon.base_energon_datamodule.EnergonMultiModalDataModule method) (bridge.diffusion.data.common.diffusion_energon_datamodule.DiffusionDataModule method) DataT (in module bridge.data.iterator_utils) ddp (bridge.training.config.ConfigContainer attribute) ddp_config (bridge.models.model_provider.GetModelKwargs attribute) deallocate_pipeline_outputs (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) (bridge.models.qwen3_asr.qwen3_asr_provider.Qwen3ASRModelProvider attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) (bridge.models.t5_provider.T5ModelProvider attribute) decode() (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM method) (bridge.models.hf_pretrained.masked_lm.PreTrainedMaskedLM method) DecodeKwargs (class in bridge.models.hf_pretrained.causal_lm) decoder (bridge.diffusion.data.common.diffusion_task_encoder_with_sp.DiffusionTaskEncoderWithSequencePacking attribute) (bridge.models.ernie_vl.modeling_ernie45_vl.model.Ernie45VLModel property) (bridge.models.exaone.exaone45.modelling_exaone45.model.Exaone45Model property) (bridge.models.minimax_m3.modeling_minimax_m3_vl.MiniMaxM3VLModel property) (bridge.models.qwen_vl.modeling_qwen25_vl.Qwen25VLModel property) (bridge.models.qwen_vl.modelling_qwen3_vl.model.Qwen3VLModel property) (bridge.models.stepfun.modelling_step37.model.Step37Model property) decoder_sparse_step (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) deepseek_v2_lite_pretrain_8gpu_h100_bf16_config() (in module bridge.recipes.deepseek.h100.deepseek_v2) deepseek_v2_pretrain_128gpu_h100_bf16_config() (in module bridge.recipes.deepseek.h100.deepseek_v2) deepseek_v3_pretrain_1024gpu_h100_bf16_config() (in module bridge.perf_recipes.deepseek.h100.deepseek_v3) (in module bridge.recipes.deepseek.h100.deepseek_v3) deepseek_v3_pretrain_1024gpu_h100_fp8cs_config() (in module bridge.perf_recipes.deepseek.h100.deepseek_v3) deepseek_v3_pretrain_1024gpu_h100_fp8sc_config() (in module bridge.perf_recipes.deepseek.h100.deepseek_v3) deepseek_v3_pretrain_1024gpu_h100_fp8sc_large_scale_config() (in module bridge.perf_recipes.deepseek.h100.deepseek_v3) deepseek_v3_pretrain_128gpu_gb300_fp8mx_hsdp_config() (in module bridge.perf_recipes.deepseek.gb300.deepseek_v3) deepseek_v3_pretrain_128gpu_vr200_bf16_config() (in module bridge.perf_recipes.deepseek.vr200.deepseek_v3) deepseek_v3_pretrain_128gpu_vr200_fp8cs_config() (in module bridge.perf_recipes.deepseek.vr200.deepseek_v3) deepseek_v3_pretrain_128gpu_vr200_fp8mx_config() (in module bridge.perf_recipes.deepseek.vr200.deepseek_v3) deepseek_v3_pretrain_128gpu_vr200_nvfp4_config() (in module bridge.perf_recipes.deepseek.vr200.deepseek_v3) deepseek_v3_pretrain_256gpu_b200_bf16_config() (in module bridge.perf_recipes.deepseek.b200.deepseek_v3) deepseek_v3_pretrain_256gpu_b200_fp8cs_config() (in module bridge.perf_recipes.deepseek.b200.deepseek_v3) deepseek_v3_pretrain_256gpu_b200_fp8mx_config() (in module bridge.perf_recipes.deepseek.b200.deepseek_v3) deepseek_v3_pretrain_256gpu_b200_fp8mx_large_scale_config() (in module bridge.perf_recipes.deepseek.b200.deepseek_v3) deepseek_v3_pretrain_256gpu_b200_nvfp4_config() (in module bridge.perf_recipes.deepseek.b200.deepseek_v3) deepseek_v3_pretrain_256gpu_b300_bf16_config() (in module bridge.perf_recipes.deepseek.b300.deepseek_v3) deepseek_v3_pretrain_256gpu_b300_fp8cs_config() (in module bridge.perf_recipes.deepseek.b300.deepseek_v3) deepseek_v3_pretrain_256gpu_b300_fp8mx_config() (in module bridge.perf_recipes.deepseek.b300.deepseek_v3) deepseek_v3_pretrain_256gpu_b300_fp8mx_large_scale_config() (in module bridge.perf_recipes.deepseek.b300.deepseek_v3) deepseek_v3_pretrain_256gpu_b300_nvfp4_config() (in module bridge.perf_recipes.deepseek.b300.deepseek_v3) deepseek_v3_pretrain_256gpu_gb200_bf16_config() (in module bridge.perf_recipes.deepseek.gb200.deepseek_v3) deepseek_v3_pretrain_256gpu_gb200_fp8cs_config() (in module bridge.perf_recipes.deepseek.gb200.deepseek_v3) deepseek_v3_pretrain_256gpu_gb200_fp8mx_config() (in module bridge.perf_recipes.deepseek.gb200.deepseek_v3) deepseek_v3_pretrain_256gpu_gb200_fp8mx_large_scale_config() (in module bridge.perf_recipes.deepseek.gb200.deepseek_v3) deepseek_v3_pretrain_256gpu_gb200_fp8mx_partial_cg_dev_config() (in module bridge.perf_recipes.deepseek.gb200.deepseek_v3) deepseek_v3_pretrain_256gpu_gb200_nvfp4_config() (in module bridge.perf_recipes.deepseek.gb200.deepseek_v3) deepseek_v3_pretrain_256gpu_gb300_bf16_config() (in module bridge.perf_recipes.deepseek.gb300.deepseek_v3) deepseek_v3_pretrain_256gpu_gb300_fp8cs_config() (in module bridge.perf_recipes.deepseek.gb300.deepseek_v3) deepseek_v3_pretrain_256gpu_gb300_fp8mx_config() (in module bridge.perf_recipes.deepseek.gb300.deepseek_v3) deepseek_v3_pretrain_256gpu_gb300_fp8mx_large_scale_config() (in module bridge.perf_recipes.deepseek.gb300.deepseek_v3) deepseek_v3_pretrain_256gpu_gb300_fp8mx_partial_cg_dev_config() (in module bridge.perf_recipes.deepseek.gb300.deepseek_v3) deepseek_v3_pretrain_256gpu_gb300_nvfp4_config() (in module bridge.perf_recipes.deepseek.gb300.deepseek_v3) deepseek_v3_pretrain_256gpu_h100_bf16_32nodes_config() (in module bridge.recipes.deepseek.h100.deepseek_v3) deepseek_v3_pretrain_256gpu_vr200_bf16_config() (in module bridge.perf_recipes.deepseek.vr200.deepseek_v3) deepseek_v3_pretrain_256gpu_vr200_fp8cs_config() (in module bridge.perf_recipes.deepseek.vr200.deepseek_v3) deepseek_v3_pretrain_256gpu_vr200_fp8mx_config() (in module bridge.perf_recipes.deepseek.vr200.deepseek_v3) deepseek_v3_pretrain_256gpu_vr200_nvfp4_config() (in module bridge.perf_recipes.deepseek.vr200.deepseek_v3) deepseek_v3_pretrain_64gpu_gb300_bf16_fsdp_config() (in module bridge.perf_recipes.deepseek.gb300.deepseek_v3) deepseek_v3_pretrain_64gpu_gb300_fp8mx_fsdp_config() (in module bridge.perf_recipes.deepseek.gb300.deepseek_v3) deepseek_v3_pretrain_64gpu_h100_bf16_config() (in module bridge.perf_recipes.deepseek.h100.deepseek_v3) deepseek_v3_pretrain_64gpu_h100_fp8cs_config() (in module bridge.perf_recipes.deepseek.h100.deepseek_v3) deepseek_v4_collate_fn() (in module bridge.models.deepseek.data.collate_fn) DEEPSEEK_V4_FLASH_HF_PATH (in module bridge.recipes.deepseek.h100.deepseek_v4) deepseek_v4_flash_no_mtp_sft_32gpu_h100_bf16_config() (in module bridge.recipes.deepseek.h100.deepseek_v4) deepseek_v4_flash_peft_openmath_thinking_packed_config() (in module bridge.recipes.deepseek.deepseek_v4) deepseek_v4_flash_peft_openmath_thinking_packed_gb200_config() (in module bridge.recipes.deepseek.gb200.deepseek_v4) deepseek_v4_flash_pretrain_128gpu_b200_fp8mx_config() (in module bridge.perf_recipes.deepseek.b200.deepseek_v4) deepseek_v4_flash_pretrain_128gpu_b300_fp8mx_config() (in module bridge.perf_recipes.deepseek.b300.deepseek_v4) deepseek_v4_flash_pretrain_128gpu_gb200_fp8mx_config() (in module bridge.perf_recipes.deepseek.gb200.deepseek_v4) deepseek_v4_flash_pretrain_128gpu_gb300_fp8mx_config() (in module bridge.perf_recipes.deepseek.gb300.deepseek_v4) deepseek_v4_flash_pretrain_32gpu_h100_bf16_config() (in module bridge.recipes.deepseek.h100.deepseek_v4) deepseek_v4_flash_pretrain_32gpu_h100_bf16_muon_config() (in module bridge.recipes.deepseek.h100.deepseek_v4) deepseek_v4_flash_pretrain_32gpu_h100_fp8mx_config() (in module bridge.recipes.deepseek.h100.deepseek_v4) deepseek_v4_flash_pretrain_64gpu_gb200_bf16_config() (in module bridge.recipes.deepseek.gb200.deepseek_v4) deepseek_v4_flash_pretrain_64gpu_gb200_bf16_muon_config() (in module bridge.recipes.deepseek.gb200.deepseek_v4) deepseek_v4_flash_pretrain_64gpu_gb200_fp8mx_config() (in module bridge.recipes.deepseek.gb200.deepseek_v4) deepseek_v4_flash_pretrain_64gpu_gb200_fp8mx_library_config() (in module bridge.recipes.deepseek.gb200.deepseek_v4) deepseek_v4_flash_sft_32gpu_h100_bf16_config() (in module bridge.recipes.deepseek.h100.deepseek_v4) deepseek_v4_flash_sft_openmath_thinking_packed_config() (in module bridge.recipes.deepseek.deepseek_v4) deepseek_v4_flash_sft_openmath_thinking_packed_gb200_config() (in module bridge.recipes.deepseek.gb200.deepseek_v4) DEEPSEEK_V4_PRO_HF_PATH (in module bridge.recipes.deepseek.gb300.deepseek_v4) deepseek_v4_pro_pretrain_256gpu_gb300_fp8mx_config() (in module bridge.perf_recipes.deepseek.gb300.deepseek_v4) deepseek_v4_pro_pretrain_32gpu_gb300_bf16_config() (in module bridge.recipes.deepseek.gb300.deepseek_v4) deepseek_v4_pro_pretrain_32gpu_gb300_fp8mx_config() (in module bridge.recipes.deepseek.gb300.deepseek_v4) deepseek_v4_supports_blackwell_fused_kernels() (in module bridge.models.deepseek.deepseek_v4_bridge) deepseek_v4_supports_fused_dsa_kernels() (in module bridge.models.deepseek.deepseek_v4_bridge) DeepSeekV2Bridge (class in bridge.models.deepseek.deepseek_v2_bridge) DeepSeekV3Bridge (class in bridge.models.deepseek.deepseek_v3_bridge) DeepSeekV4Bridge (class in bridge.models.deepseek.deepseek_v4_bridge) deepstack_visual_indexes (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_config.Qwen3VLTransformerConfig attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) default_coderforge_config() (in module bridge.recipes.utils.dataset_utils) DEFAULT_CONFIG_FORMAT (bridge.models.model_provider.ModelProviderMixin attribute) default_gsm8k_config() (in module bridge.recipes.utils.dataset_utils) default_layer_spec() (in module bridge.models.gpt.gpt_builder) (in module bridge.models.gpt_provider) DEFAULT_MAMBA_CHUNK_SIZE (in module bridge.models.hybrid.hybrid_provider) DEFAULT_NEMO_CACHE_HOME (in module bridge.data.datasets.gpt_sft) DEFAULT_NEMO_DATASETS_CACHE (in module bridge.data.datasets.gpt_sft) DEFAULT_NEMO_MODELS_CACHE (in module bridge.data.datasets.gpt_sft) DEFAULT_NULL_TOKENIZER_VOCAB_SIZE (in module bridge.recipes.utils.tokenizer_utils) default_openmathinstruct2_config() (in module bridge.recipes.utils.dataset_utils) default_openmathinstruct2_thinking_config() (in module bridge.recipes.utils.dataset_utils) default_pack_path (bridge.data.builders.gpt_sft.GPTSFTDatasetBuilder property) default_peft_config() (in module bridge.recipes.utils.dataset_utils) default_squad_config() (in module bridge.recipes.utils.dataset_utils) default_tulu3_config() (in module bridge.recipes.utils.dataset_utils) DefaultCheckpointManager (class in bridge.training.checkpointing) defer_embedding_wgrad_compute (bridge.training.comm_overlap._CommOverlapConfig attribute) (bridge.training.comm_overlap.CommOverlapConfig attribute) defer_in_batch_packing_to_step (bridge.data.builders.direct_hf_sft.DirectHFSFTDatasetConfig attribute) (bridge.data.builders.energon.EnergonDatasetConfig attribute) (bridge.data.builders.mock_vlm_sft.MockVLMSFTDatasetConfig attribute) delay_wgrad_compute (bridge.training.comm_overlap._CommOverlapConfig attribute) (bridge.training.comm_overlap.CommOverlapConfig attribute) delete_extra_state() (in module bridge.training.checkpointing) denormalize() (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.FluxInferencePipeline static method) dense (bridge.training.utils.theoretical_memory_utils._LayerCounts attribute) dense_grouped_gemm (bridge.models.gpt_provider.GPTModelProvider attribute) dense_model_parallel_size (bridge.models.megatron_mimo.megatron_mimo_config.ModuleParallelismConfig property) dense_transformer (bridge.training.utils.theoretical_memory_utils._ParameterCounts attribute) dense_transformer_by_layer (bridge.training.utils.theoretical_memory_utils._ParameterCounts attribute) dequantize_fp8_blockwise() (in module bridge.models.conversion.quantization_utils) dequantize_fp8_e4m3fn_with_scale() (in module bridge.models.conversion.quantization_utils) dequantize_int4() (in module bridge.models.conversion.quantization_utils) dequantize_mxfp4() (in module bridge.models.conversion.quantization_utils) dequantize_mxfp4_e2m1_packed() (in module bridge.models.conversion.quantization_utils) derive_kv_bmm_amax_map() (in module bridge.models.conversion.quant_mapping) describe() (bridge.models.conversion.mapping_registry.MegatronMappingRegistry method) destroy_global_state() (in module bridge.training.initialize) determine_task_type() (bridge.diffusion.common.flow_matching.flow_matching_pipeline.FlowMatchingPipeline method) (bridge.diffusion.models.wan.flow_matching.flow_matching_pipeline_wan.WanFlowMatchingPipeline method) device (bridge.diffusion.common.flow_matching.adapters.base.FlowMatchingContext attribute) (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.ClipConfig attribute) (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.T5Config attribute) DGPTStep (class in bridge.diffusion.models.common.dgpt_step) DictStateSource (class in bridge.models.hf_pretrained.state) different_seed_per_dp (bridge.diffusion.models.nemotron_labs_diffusion.nemotron_labs_diffusion_provider.NemotronLabsDiffusionModelProvider attribute) DiffusionDataModule (class in bridge.diffusion.data.common.diffusion_energon_datamodule) DiffusionDataModuleConfig (class in bridge.diffusion.data.common.diffusion_energon_datamodule) DiffusionSample (class in bridge.diffusion.data.common.diffusion_sample) DiffusionTaskEncoderWithSequencePacking (class in bridge.diffusion.data.common.diffusion_task_encoder_with_sp) dim (bridge.models.conversion.peft_bridge.AdapterWeight attribute) (bridge.models.conversion.peft_bridge.AdapterWeightConversionTask attribute) (bridge.peft.canonical_lora.CanonicalLoRA attribute) (bridge.peft.dora.DoRA attribute) (bridge.peft.lora.LoRA attribute) (bridge.peft.multi_lora.MultiLoRA attribute) direct_hf_sft_train_valid_test_datasets_provider() (in module bridge.data.builders.direct_hf_sft) DirectHFSFTDatasetBuilder (class in bridge.data.builders.direct_hf_sft) DirectHFSFTDatasetConfig (class in bridge.data.builders.direct_hf_sft) DirectMapping (class in bridge.models.conversion.param_mapping) DirectSFTDataset (class in bridge.data.datasets.direct_sft) disable_adapter() (bridge.peft.base.PEFT method) disable_adapter_layers() (bridge.peft.adapter_wrapper.AdapterWrapper method) (bridge.peft.base.PEFT method) disable_forward_pre_hook() (in module bridge.training.train) disable_mtp_for_inference() (in module bridge.utils.common_utils) disable_sequence_parallel_comm (bridge.peft.utils.AdapterAttributes attribute) disable_tensor_parallel_comm (bridge.peft.utils.AdapterAttributes attribute) dispatch() (in module bridge.models.decorators.dispatch) dist (bridge.training.config.ConfigContainer attribute) dist_ckpt_workers (bridge.training.config.CheckpointConfig attribute) dist_train (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) distill() (in module bridge.training.distill) distill_submodule (bridge.models.distillation_provider.DistillationProvider attribute) DistillationProvider (class in bridge.models.distillation_provider) distribute_saved_activations (bridge.models.qwen3_asr.qwen3_asr_provider.Qwen3ASRModelProvider attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) (bridge.models.t5_provider.T5ModelProvider attribute) distributed_fused_adam_with_cosine_annealing() (in module bridge.recipes.utils.optimizer_utils) distributed_fused_adam_with_cosine_annealing_dllm() (in module bridge.diffusion.recipes.nemotron_labs_diffusion.ar_to_dlm) distributed_fused_adam_with_cosine_annealing_samples() (in module bridge.recipes.utils.optimizer_utils) distributed_muon_with_cosine_annealing() (in module bridge.recipes.utils.optimizer_utils) DistributedDataParallelConfig (class in bridge.training.config) DistributedInitConfig (class in bridge.training.config) DistributedSignalHandler (class in bridge.training.utils.sig_utils) DistTrainConfig (class in bridge.models.qwen_vl.qwen3_vl_provider) DistTrainProcessGroupCollection (class in bridge.training.utils.pg_utils) DiTCrossAttention (class in bridge.diffusion.models.common.dit_attention) DiTCrossAttentionSubmodules (class in bridge.diffusion.models.common.dit_attention) DiTSelfAttention (class in bridge.diffusion.models.common.dit_attention) dlm_loss_weight (bridge.diffusion.models.nemotron_labs_diffusion.nemotron_labs_diffusion_provider.NemotronLabsDiffusionModelProvider attribute) dlm_paradigm (bridge.diffusion.models.nemotron_labs_diffusion.nemotron_labs_diffusion_provider.NemotronLabsDiffusionModelProvider attribute) do_convert_from_hf (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) do_sample (bridge.models.hf_pretrained.causal_lm.GenerateKwargs attribute) do_test (bridge.data.builders.direct_hf_sft.DirectHFSFTDatasetConfig attribute) (bridge.data.builders.energon.EnergonDatasetConfig attribute) (bridge.data.builders.gpt_sft.GPTSFTDatasetConfig attribute) (bridge.training.state.TrainState attribute) do_train (bridge.training.state.TrainState attribute) do_valid (bridge.training.state.TrainState attribute) do_validation (bridge.data.builders.direct_hf_sft.DirectHFSFTDatasetConfig attribute) (bridge.data.builders.energon.EnergonDatasetConfig attribute) (bridge.data.builders.gpt_sft.GPTSFTDatasetConfig attribute) DoRA (class in bridge.peft.dora) DoRALinear (class in bridge.peft.dora_layers) draft_logits (bridge.training.post_training.dspark.loss.DSparkForwardOutput attribute) drop_last (bridge.data.base.DataloaderConfig attribute) dropout (bridge.peft.canonical_lora.CanonicalLoRA attribute) (bridge.peft.dora.DoRA attribute) (bridge.peft.lora.LoRA attribute) (bridge.peft.multi_lora.MultiLoRA attribute) dropout_position (bridge.peft.canonical_lora.CanonicalLoRA attribute) (bridge.peft.dora.DoRA attribute) (bridge.peft.lora.LoRA attribute) (bridge.peft.multi_lora.MultiLoRA attribute) DSML_TOKEN (in module bridge.models.deepseek.data.encoding_v4) dspark_loss() (in module bridge.training.post_training.dspark.loss) DSparkForwardOutput (class in bridge.training.post_training.dspark.loss) dtype (bridge.diffusion.common.flow_matching.adapters.base.FlowMatchingContext attribute) (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM property) (bridge.models.hf_pretrained.masked_lm.PreTrainedMaskedLM property) dtype_from_hf() (bridge.models.conversion.model_bridge.MegatronModelBridge method) (in module bridge.training.model_load_save) dtype_from_str() (bridge.models.conversion.model_bridge.MegatronModelBridge method) (in module bridge.training.model_load_save) DTYPE_MAP (in module bridge.utils.activation_map) dump_dataclass_to_yaml() (in module bridge.utils.yaml_utils) dynamic_resolution (bridge.models.nemotron_omni.nemotron_omni_provider._NemotronOmniModelProviderBase attribute) (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) E eager_attention_forward() (in module bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr) early_stopping (bridge.models.hf_pretrained.causal_lm.GenerateKwargs attribute) embedding_multiplier (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) embeddings (bridge.training.utils.theoretical_memory_utils._ParameterCounts attribute) EmbeddingScalingMixin (class in bridge.models.gemma.modules) EmbedND (class in bridge.diffusion.models.flux.layers) empty_cuda_cache (bridge.training.config.InProcessRestartConfig attribute) enable_adapter_layers() (bridge.peft.adapter_wrapper.AdapterWrapper method) (bridge.peft.base.PEFT method) enable_autocast (bridge.models.t5_provider.T5ModelProvider attribute) enable_cuda_graph (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) enable_exit_handler (bridge.recipes.run_plugins.PreemptionPlugin attribute) (bridge.recipes.run_plugins.PreemptionPluginScriptArgs attribute) enable_exit_handler_for_data_loader (bridge.recipes.run_plugins.PreemptionPlugin attribute) (bridge.recipes.run_plugins.PreemptionPluginScriptArgs attribute) enable_forward_pre_hook() (in module bridge.training.train) enable_ft_package (bridge.recipes.run_plugins.FaultTolerancePlugin attribute) (bridge.recipes.run_plugins.FaultTolerancePluginScriptArgs attribute) (bridge.training.config.FaultToleranceConfig attribute) enable_in_batch_packing (bridge.data.builders.direct_hf_sft.DirectHFSFTDatasetConfig attribute) (bridge.data.builders.energon.EnergonDatasetConfig attribute) (bridge.data.builders.gpt_sft.GPTSFTDatasetConfig attribute) (bridge.data.builders.mock_vlm_sft.MockVLMSFTDatasetConfig attribute) enable_legacy_shared_expert_adapter_loading() (in module bridge.peft.utils) enable_logging (bridge.training.config.NVRxStragglerDetectionConfig attribute) enable_megatron_core_experimental (bridge.training.config.DistributedInitConfig attribute) enable_offline_packing (bridge.data.builders.gpt_sft.GPTSFTDatasetConfig attribute) enable_straggler_on_startup (bridge.training.config.StragglerDetectionConfig attribute) enabled (bridge.training.config.InProcessRestartConfig attribute) (bridge.training.config.NVRxStragglerDetectionConfig attribute) (bridge.training.config.TensorInspectConfig attribute) encode() (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM method) (bridge.models.hf_pretrained.masked_lm.PreTrainedMaskedLM method) encode_batch() (bridge.data.energon.hf_task_encoder.HFTaskEncoder method) (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskEncoder method) (bridge.models.qwen_vl.data.energon.QwenVLTaskEncoder method) encode_deepseek_v4_messages() (in module bridge.models.deepseek.data.encoding_v4) encode_pil_to_jpeg_data_url() (in module bridge.models.nemotron_vl.nemotron_vl_utils) encode_prompt() (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.FluxInferencePipeline method) encode_sample() (bridge.data.energon.hf_task_encoder.HFTaskEncoder method) (bridge.diffusion.data.common.diffusion_task_encoder_with_sp.DiffusionTaskEncoderWithSequencePacking method) (bridge.diffusion.data.flux.flux_taskencoder.FluxTaskEncoder method) (bridge.diffusion.data.wan.wan_taskencoder.WanTaskEncoder method) (bridge.models.qwen_vl.data.energon.QwenVLTaskEncoder method) EncodeKwargs (class in bridge.models.hf_pretrained.causal_lm) encoder_num_layers (bridge.models.t5_provider.T5ModelProvider attribute) encoder_patch_size (bridge.models.stepfun.data.flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) encoder_pipeline_model_parallel_size (bridge.models.t5_provider.T5ModelProvider attribute) encoder_seq_lengths (bridge.data.megatron_mimo.hf_provider.HFMegatronMIMODatasetProvider attribute) (bridge.data.megatron_mimo.mock_provider.MockMegatronMIMOProvider attribute) EncoderLayerScale (class in bridge.models.stepfun.modelling_step37.utils) EncoderMLP (class in bridge.models.stepfun.modelling_step37.utils) EncoderRope2D (class in bridge.models.stepfun.modelling_step37.utils) EncoderVisionAttention (class in bridge.models.stepfun.modelling_step37.utils) EncoderVisionBlock (class in bridge.models.stepfun.modelling_step37.utils) EncoderVisionTransformer (class in bridge.models.stepfun.modelling_step37.utils) end_active_mlflow_run() (in module bridge.training.utils.mlflow_utils) energon_torch_load() (in module bridge.utils.safe_pickle) energon_train_valid_test_datasets_provider() (in module bridge.data.builders.energon) EnergonDataloader (class in bridge.data.energon.base_energon_datamodule) EnergonDatasetBuilder (class in bridge.data.builders.energon) EnergonDatasetConfig (class in bridge.data.builders.energon) EnergonMultiModalDataModule (class in bridge.data.energon.base_energon_datamodule) EnergonTaskEncoderConfig (in module bridge.data.builders.energon) energy_monitor (bridge.training.state.GlobalState property) ensure_directory_exists() (in module bridge.training.utils.checkpoint_utils) ensure_model_list() (in module bridge.models.common.heads) ensure_position_ids() (in module bridge.data.conversation_processing) ensure_requires_grad_for_cp_collective() (in module bridge.models.qwen_vl.modelling_qwen3_vl.utils) entity (bridge.recipes.run_plugins.WandbPlugin attribute) (bridge.recipes.run_plugins.WandbPluginScriptArgs attribute) env_vars (bridge.training.config.ConfigContainer attribute) EOS_TOKEN (in module bridge.models.deepseek.data.encoding_v4) eos_token_id (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider attribute) (bridge.models.gemma_vl.gemma3_vl_provider.Gemma3VLModelProvider attribute) (bridge.models.gemma_vl.gemma4_vl_provider.Gemma4DenseVLProvider attribute) (bridge.models.gemma_vl.gemma4_vl_provider.Gemma4VLModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.hf_pretrained.causal_lm.GenerateKwargs attribute) (bridge.models.kimi_vl.kimi_k25_vl_provider.KimiK25VLModelProvider attribute) (bridge.models.qwen_audio.qwen2_audio_provider.Qwen2AudioModelProvider attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) (bridge.models.qwen_vl.qwen25_vl_provider.Qwen25VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) ep_rank (bridge.models.conversion.param_mapping.MegatronParamMapping property) ep_size (bridge.models.conversion.param_mapping.MegatronParamMapping property) Ernie45Bridge (class in bridge.models.ernie.ernie_45_bridge) Ernie45VLBridge (class in bridge.models.ernie_vl.ernie45_vl_bridge) Ernie45VLModel (class in bridge.models.ernie_vl.modeling_ernie45_vl.model) Ernie45VLModelProvider (class in bridge.models.ernie_vl.ernie45_vl_provider) ErnieMultimodalRotaryEmbedding (class in bridge.models.ernie_vl.modeling_ernie45_vl.model) ErnieMultiTypeMoE (class in bridge.models.ernie_vl.modeling_ernie45_vl.ernie_moe_layer) ErnieVisionPatchEmbed (class in bridge.models.ernie_vl.modeling_ernie45_vl.vision_model) ErnieVisionRotaryEmbedding (class in bridge.models.ernie_vl.modeling_ernie45_vl.vision_model) ErnieVisionTransformerConfig (class in bridge.models.ernie_vl.modeling_ernie45_vl.vision_transformer_config) ErnieVLSelfAttention (class in bridge.models.ernie_vl.modeling_ernie45_vl.vision_attention) ErnieVLVisionModel (class in bridge.models.ernie_vl.modeling_ernie45_vl.vision_model) estimate_training_memory() (in module bridge.training.utils.theoretical_memory_utils) etp_rank (bridge.models.conversion.param_mapping.MegatronParamMapping property) etp_size (bridge.models.conversion.param_mapping.MegatronParamMapping property) eval_context_parallel_size (bridge.training.config.DistributedInitConfig attribute) eval_cp_context() (in module bridge.training.eval_context_parallel_rebinding) eval_interval (bridge.training.config.TrainingConfig attribute) eval_iters (bridge.training.config.TrainingConfig attribute) eval_mask (bridge.training.post_training.dspark.loss.DSparkForwardOutput attribute) evaluate() (in module bridge.training.eval) evaluate_and_print_results() (in module bridge.training.eval) events (bridge.training.callbacks.CallbackManager property) example (bridge.data.energon.hf_task_encoder.HFEnergonSample attribute) (bridge.models.qwen_vl.data.energon.QwenVLTaskSample attribute) Exaone45_cp_split() (in module bridge.models.exaone.exaone45.modelling_exaone45.utils) exaone45_pad_and_split() (in module bridge.models.exaone.exaone45.modelling_exaone45.utils) exaone45_vl_33b_peft_4gpu_h100_bf16_config() (in module bridge.recipes.exaone.h100.exaone45) exaone45_vl_33b_sft_16gpu_h100_bf16_config() (in module bridge.recipes.exaone.h100.exaone45) Exaone45Bridge (class in bridge.models.exaone.exaone45.exaone45_bridge) Exaone45GPTModel (class in bridge.models.exaone.exaone45.modelling_exaone45.text_model) Exaone45Model (class in bridge.models.exaone.exaone45.modelling_exaone45.model) Exaone45ModelProvider (class in bridge.models.exaone.exaone45.exaone45_provider) Exaone45MultimodalRotaryEmbedding (class in bridge.models.exaone.exaone45.modelling_exaone45.rope) Exaone45TransformerConfig (class in bridge.models.exaone.exaone45.modelling_exaone45.transformer_config) Exaone45VisionModel (class in bridge.models.exaone.exaone45.modelling_exaone45.vision_model) Exaone45VisionPatchEmbed (class in bridge.models.exaone.exaone45.modelling_exaone45.utils) Exaone45VisionPatchMerger (class in bridge.models.exaone.exaone45.modelling_exaone45.utils) Exaone45VisionRotaryEmbedding (class in bridge.models.exaone.exaone45.modelling_exaone45.utils) Exaone45VisionTransformerBlock (class in bridge.models.exaone.exaone45.modelling_exaone45.transformer_block) exaone4_1p2b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.exaone.h100.exaone4) exaone4_1p2b_pretrain_1gpu_h100_bf16_config() (in module bridge.recipes.exaone.h100.exaone4) exaone4_1p2b_sft_1gpu_h100_bf16_config() (in module bridge.recipes.exaone.h100.exaone4) exaone4_layer_spec() (in module bridge.models.exaone.exaone4.exaone4_provider) Exaone4Bridge (class in bridge.models.exaone.exaone4.exaone4_bridge) exaone_45_mtp_block_spec() (in module bridge.models.exaone.exaone45.exaone45_provider) exaone_45_transformer_layer_spec() (in module bridge.models.exaone.exaone45.exaone45_provider) exaone_moe_236b_a23b_peft_16gpu_h100_bf16_config() (in module bridge.recipes.exaone.h100.exaone_moe) exaone_moe_236b_a23b_pretrain_64gpu_h100_bf16_config() (in module bridge.recipes.exaone.h100.exaone_moe) exaone_moe_236b_a23b_sft_64gpu_h100_bf16_config() (in module bridge.recipes.exaone.h100.exaone_moe) exaone_moe_2_0_750b_a37_peft_128gpu_h100_bf16_config() (in module bridge.recipes.exaone.h100.exaone_moe) exaone_moe_2_0_750b_a37_pretrain_512gpu_h100_bf16_config() (in module bridge.recipes.exaone.h100.exaone_moe) exaone_moe_2_0_750b_a37_sft_512gpu_h100_bf16_config() (in module bridge.recipes.exaone.h100.exaone_moe) exaone_moe_peft_config (in module bridge.recipes.exaone.exaone_moe) exaone_moe_pretrain_config (in module bridge.recipes.exaone.exaone_moe) exaone_moe_sft_config (in module bridge.recipes.exaone.exaone_moe) ExaoneMoeBridge (class in bridge.models.exaone.exaone_moe.exaone_moe_bridge) ExaoneMoeDecoderLayer (class in bridge.models.exaone.exaone_moe.exaone_moe_provider) ExaoneMoeModelProvider (class in bridge.models.exaone.exaone_moe.exaone_moe_provider) exclude_modules (bridge.peft.module_matcher.ModuleMatcher attribute) expand_thw() (in module bridge.models.exaone.exaone45.modelling_exaone45.utils) (in module bridge.models.qwen_vl.modelling_qwen3_vl.utils) experimental_attention_variant (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) experimental_fn() (in module bridge.utils.decorators) expert_data_parallel_size (bridge.models.megatron_mimo.megatron_mimo_config.ModuleParallelismConfig property) expert_model_parallel_size (bridge.models.megatron_mimo.megatron_mimo_config.ModuleParallelismConfig attribute) (bridge.models.model_provider.ModelParallelKwargs attribute) expert_tensor_parallel_size (bridge.models.megatron_mimo.megatron_mimo_config.ModuleParallelismConfig attribute) (bridge.models.model_provider.ModelParallelKwargs attribute) EXPERT_VIEW_NAME (in module bridge.models.megatron_mimo.megatron_mimo_builder) experts_shared_outer_loras (bridge.peft.lora.LoRA attribute) (bridge.peft.multi_lora.MultiLoRA attribute) ExpertSlotRouting (class in bridge.peft.multi_lora_layers) export_adapter_ckpt() (bridge.models.conversion.auto_bridge.AutoBridge method) (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge method) export_adapter_weights() (bridge.models.conversion.auto_bridge.AutoBridge method) (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge method) export_amax() (bridge.models.conversion.modelopt_utils._Nvfp4InputQuantizerView method) export_ckpt() (bridge.models.conversion.auto_bridge.AutoBridge method) (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge method) export_hf_weights() (bridge.models.conversion.auto_bridge.AutoBridge method) (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge method) export_hf_weights_modelopt() (bridge.models.conversion.auto_bridge.AutoBridge method) export_hf_weights_quant() (bridge.models.conversion.auto_bridge.AutoBridge method) export_hook (bridge.models.conversion.model_bridge.WeightConversionTask attribute) export_megatron_mimo_to_hf() (in module bridge.models.megatron_mimo.conversion.orchestrator) expose_adapter_slot() (in module bridge.peft.multi_lora_layers) extend_instance() (in module bridge.models.gemma.modules) EXTENSIONS (bridge.data.energon.task_encoder_utils.audiohandler attribute) external_gpu_device_mapping (bridge.training.config.DistributedInitConfig attribute) extra_repr() (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRTextRMSNorm method) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerTextRMSNorm method) extract_chatml_tools() (in module bridge.data.energon.task_encoder_utils) extract_expert_number_from_param() (in module bridge.utils.common_utils) extract_skipped_token_ids() (in module bridge.data.token_utils) extract_sort_key() (in module bridge.models.conversion.utils) F F_latents (bridge.diffusion.data.wan.wan_energon_datamodule.WanDatasetConfig attribute) (bridge.diffusion.data.wan.wan_mock_datamodule.WanMockDataModuleConfig attribute) falconh1_ratio (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) falconh1_stack_spec (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) FalconH1Bridge (class in bridge.models.falcon_h1.falconh1_bridge) FalconH1ModelProvider (class in bridge.models.falcon_h1.falconh1_provider) fast_pos_embed_interpolate() (bridge.models.qwen_vl.modelling_qwen3_vl.vision_model.Qwen3VLVisionModel method) fault_tolerance_state (bridge.training.state.GlobalState property) FaultToleranceConfig (class in bridge.training.config) FaultTolerancePlugin (class in bridge.recipes.run_plugins) FaultTolerancePluginScriptArgs (class in bridge.recipes.run_plugins) FaultToleranceState (class in bridge.training.state) fc1_dgrad (bridge.training.comm_overlap.TransformerLayerTPOverlapCfg attribute) fc1_fprop (bridge.training.comm_overlap.TransformerLayerTPOverlapCfg attribute) fc1_wgrad (bridge.training.comm_overlap.TransformerLayerTPOverlapCfg attribute) fc2_dgrad (bridge.training.comm_overlap.TransformerLayerTPOverlapCfg attribute) fc2_fprop (bridge.training.comm_overlap.TransformerLayerTPOverlapCfg attribute) feature_attention_mask (bridge.training.utils.visual_inputs.Qwen2AudioInputs attribute) feature_dirs (bridge.training.config.TensorInspectConfig attribute) feature_extractor_class (bridge.models.qwen3_asr.hf_qwen3_asr.processing_qwen3_asr.Qwen3ASRProcessor attribute) features (bridge.training.config.TensorInspectConfig attribute) ffn_hidden_size (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.mistral.mistral_provider.MistralModelProvider attribute) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) file_exists() (in module bridge.training.utils.checkpoint_utils) fill_packing_strategy() (in module bridge.data.packing.algorithms) final_assistant_start (bridge.data.conversation_processing.TokenizedConversation attribute) final_layernorm (bridge.training.utils.theoretical_memory_utils._ParameterCounts attribute) final_logit_softcapping (bridge.models.gemma.gemma2_provider.Gemma2ModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) finalize() (bridge.data.base.DataloaderConfig method) (bridge.data.builders.direct_hf_sft.DirectHFSFTDatasetConfig method) (bridge.data.builders.energon.EnergonDatasetConfig method) (bridge.data.builders.gpt_sft.GPTSFTDatasetConfig method) (bridge.data.builders.mock_vlm_sft.MockVLMSFTDatasetConfig method) (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider method) (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider method) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider method) (bridge.models.hybrid.hybrid_provider.HybridModelProvider method) (bridge.models.megatron_mimo.megatron_mimo_config.MegatronMIMOParallelismConfig method) (bridge.models.megatron_mimo.megatron_mimo_config.ModuleParallelismConfig method) (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider method) (bridge.models.model_provider.ModelProviderMixin method) (bridge.models.nemotron_omni.nemotron_omni_provider._NemotronOmniModelProviderBase method) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider method) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider method) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider method) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider method) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider method) (bridge.models.transformer_config.HeterogeneousTransformerConfig method) (bridge.models.transformer_config.MLATransformerConfig method) (bridge.models.transformer_config.TransformerConfig method) (bridge.training.comm_overlap.CommOverlapConfig method) (bridge.training.config.CheckpointConfig method) (bridge.training.config.DistributedDataParallelConfig method) (bridge.training.config.GPTDatasetConfig method) (bridge.training.config.LoggerConfig method) (bridge.training.config.MockGPTDatasetConfig method) (bridge.training.config.NVRxStragglerDetectionConfig method) (bridge.training.config.OptimizerConfig method) (bridge.training.config.ProfilingConfig method) (bridge.training.config.SchedulerConfig method) (bridge.training.config.TensorInspectConfig method) (bridge.training.config.TrainingConfig method) (bridge.training.mixed_precision.MixedPrecisionConfig method) finalize_async_saves() (bridge.training.checkpointing.CheckpointManager method) (bridge.training.checkpointing.DefaultCheckpointManager method) finalize_hf_import() (bridge.models.conversion.auto_bridge.AutoBridge method) (bridge.models.conversion.model_bridge.MegatronModelBridge method) finalize_model_grads_multimodule() (in module bridge.training.megatron_mimo_parallel_utils) finalize_tensor_inspect_post_model_initialization() (in module bridge.training.tensor_inspect) find_checkpoint_rank_0() (in module bridge.training.checkpointing) find_class() (bridge.utils.safe_pickle._EnergonUnpickler method) (bridge.utils.safe_pickle._NumpyRestrictedUnpickler method) (bridge.utils.safe_pickle._RestrictedUnpickler method) (bridge.utils.safe_pickle._TorchTensorRestrictedUnpickler method) find_modelopt_weight_quantizer_and_module() (in module bridge.models.conversion.modelopt_utils) find_pattern_indices() (in module bridge.data.energon.task_encoder_utils) find_token_span() (in module bridge.data.conversation_processing) find_vision_id_index() (in module bridge.models.exaone.exaone45.modelling_exaone45.utils) (in module bridge.models.qwen_vl.modelling_qwen3_vl.utils) finetune() (in module bridge.training.finetune) FinetuningDatasetBuilder (class in bridge.data.builders.gpt_sft) (in module bridge.data.builders) FinetuningDatasetConfig (class in bridge.data.builders.gpt_sft) (in module bridge.data.builders) fire() (bridge.training.callbacks.CallbackManager method) first_fit() (in module bridge.data.packing.algorithms) first_fit_decreasing() (in module bridge.data.packing.algorithms) first_fit_shuffle() (in module bridge.data.packing.algorithms) first_last_layers_bf16 (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) (bridge.training.mixed_precision.MixedPrecisionConfig attribute) fixed_pack_idx (bridge.models.stepfun.data.flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) flash_decode (bridge.models.gemma.gemma3_provider.Gemma3ModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) Flickr8kSample (class in bridge.models.stepfun.data.flickr8k.flickr8k_loader) float() (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM method) (bridge.models.hf_pretrained.masked_lm.PreTrainedMaskedLM method) floating_point_operations_so_far (bridge.training.state.TrainState attribute) FlowInferencePipeline (class in bridge.diffusion.models.wan.flow_matching.flow_inference_pipeline) FlowMatchEulerDiscreteScheduler (class in bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline) FlowMatchingContext (class in bridge.diffusion.common.flow_matching.adapters.base) FlowMatchingPipeline (class in bridge.diffusion.common.flow_matching.flow_matching_pipeline) Flux (class in bridge.diffusion.models.flux.flux_model) flux_12b_pretrain_2gpu_h100_bf16_config() (in module bridge.recipes.flux.h100.flux) flux_12b_pretrain_config() (in module bridge.diffusion.recipes.flux.flux) flux_12b_sft_2gpu_h100_bf16_config() (in module bridge.recipes.flux.h100.flux) flux_12b_sft_config() (in module bridge.diffusion.recipes.flux.flux) flux_data_step() (in module bridge.diffusion.models.flux.flux_step) FluxBridge (class in bridge.diffusion.conversion.flux.flux_bridge) FluxDataModuleConfig (class in bridge.diffusion.data.flux.flux_energon_datamodule) FluxDatasetConfig (class in bridge.diffusion.data.flux.flux_energon_datamodule) FluxForwardStep (class in bridge.diffusion.models.flux.flux_step) FluxInferencePipeline (class in bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline) FluxMockDataModuleConfig (class in bridge.diffusion.data.flux.flux_mock_datamodule) FluxProvider (class in bridge.diffusion.models.flux.flux_provider) FluxSafeTensorsStateSource (class in bridge.diffusion.conversion.flux.flux_hf_pretrained) FluxSingleAttention (class in bridge.diffusion.models.flux.flux_attention) FluxSingleTransformerBlock (class in bridge.diffusion.models.flux.flux_layer_spec) FluxTaskEncoder (class in bridge.diffusion.data.flux.flux_taskencoder) forall() (in module bridge.peft.walk_utils) force_nccl_backend_init() (in module bridge.training.initialize) force_param_sync() (in module bridge.training.train) force_system_message (bridge.training.tokenizers.config.TokenizerConfig attribute) format_training_memory_estimate() (in module bridge.training.utils.theoretical_memory_utils) forward() (bridge.diffusion.common.flow_matching.adapters.base.ModelAdapter method) (bridge.diffusion.common.flow_matching.adapters.simple.SimpleAdapter method) (bridge.diffusion.common.flow_matching.flow_matching_pipeline.LinearInterpolationSchedule method) (bridge.diffusion.models.common.dit_embeddings.ParallelTimestepEmbedding method) (bridge.diffusion.models.common.nemotron_labs_diffusion_attention.Ministral3RotaryEmbedding method) (bridge.diffusion.models.common.nemotron_labs_diffusion_attention.NemotronLabsDiffusionAttention method) (bridge.diffusion.models.common.normalization.RMSNorm method) (bridge.diffusion.models.flux.flow_matching.flux_adapter.MegatronFluxAdapter method) (bridge.diffusion.models.flux.flux_attention.FluxSingleAttention method) (bridge.diffusion.models.flux.flux_attention.JointSelfAttention method) (bridge.diffusion.models.flux.flux_layer_spec.AdaLN method) (bridge.diffusion.models.flux.flux_layer_spec.AdaLNContinuous method) (bridge.diffusion.models.flux.flux_layer_spec.FluxSingleTransformerBlock method) (bridge.diffusion.models.flux.flux_layer_spec.MMDiTLayer method) (bridge.diffusion.models.flux.flux_model.Flux method) (bridge.diffusion.models.flux.layers.EmbedND method) (bridge.diffusion.models.flux.layers.MLPEmbedder method) (bridge.diffusion.models.flux.layers.TimeStepEmbedder method) (bridge.diffusion.models.llada15.llada15_attention.LLaDA15TEDotProductAttention method) (bridge.diffusion.models.wan.flow_matching.flow_matching_pipeline_wan.WanAdapter method) (bridge.diffusion.models.wan.rope_utils.Wan3DRopeEmbeddings method) (bridge.diffusion.models.wan.wan_layer_spec.WanAdaLN method) (bridge.diffusion.models.wan.wan_layer_spec.WanLayerWithAdaLN method) (bridge.diffusion.models.wan.wan_model.Head method) (bridge.diffusion.models.wan.wan_model.WanModel method) (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2Attention method) (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2DecoderLayer method) (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2FlashAttention2 method) (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2ForCausalLM method) (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2Gate method) (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2MLP method) (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2Model method) (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2MTPLayer method) (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2RMSNorm method) (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2RotaryEmbedding method) (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2SdpaAttention method) (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2SparseMoeBlock method) (bridge.models.common.heads.LinearForLastLayer method) (bridge.models.common.te_layers.TERowParallelLinearLayerNorm method) (bridge.models.ernie_vl.modeling_ernie45_vl.ernie_moe_layer.ErnieMultiTypeMoE method) (bridge.models.ernie_vl.modeling_ernie45_vl.model._MgVitTowerAdapter method) (bridge.models.ernie_vl.modeling_ernie45_vl.model.Ernie45VLModel method) (bridge.models.ernie_vl.modeling_ernie45_vl.model.ErnieMultimodalRotaryEmbedding method) (bridge.models.ernie_vl.modeling_ernie45_vl.vision_attention.ErnieVLSelfAttention method) (bridge.models.ernie_vl.modeling_ernie45_vl.vision_model.ErnieVisionPatchEmbed method) (bridge.models.ernie_vl.modeling_ernie45_vl.vision_model.ErnieVisionRotaryEmbedding method) (bridge.models.ernie_vl.modeling_ernie45_vl.vision_model.ErnieVLVisionModel method) (bridge.models.exaone.exaone45.modelling_exaone45.model.Exaone45Model method) (bridge.models.exaone.exaone45.modelling_exaone45.rope.Exaone45MultimodalRotaryEmbedding method) (bridge.models.exaone.exaone45.modelling_exaone45.text_model.Exaone45GPTModel method) (bridge.models.exaone.exaone45.modelling_exaone45.transformer_block.Exaone45VisionTransformerBlock method) (bridge.models.exaone.exaone45.modelling_exaone45.utils.AllGatherVisionEmbeddings static method) (bridge.models.exaone.exaone45.modelling_exaone45.utils.Exaone45VisionPatchEmbed method) (bridge.models.exaone.exaone45.modelling_exaone45.utils.Exaone45VisionPatchMerger method) (bridge.models.exaone.exaone45.modelling_exaone45.utils.Exaone45VisionRotaryEmbedding method) (bridge.models.exaone.exaone45.modelling_exaone45.vision_model.Exaone45VisionModel method) (bridge.models.gemma.gemma2_provider.Gemma2DotProductAttention method) (bridge.models.gemma.gemma2_provider.Gemma2FlexDotProductAttention method) (bridge.models.gemma.gemma2_provider.Gemma2OutputLayer method) (bridge.models.gemma.gemma3_provider.Gemma3LanguageModelEmbedding method) (bridge.models.gemma.gemma3_provider.Gemma3RotaryEmbedding method) (bridge.models.gemma.gemma3_provider.Gemma3SelfAttention method) (bridge.models.gemma.modeling_gemma4.Gemma4DenseRotaryEmbedding method) (bridge.models.gemma.modeling_gemma4.Gemma4DenseSelfAttention method) (bridge.models.gemma.modeling_gemma4.Gemma4DenseTransformerLayer method) (bridge.models.gemma.modeling_gemma4.Gemma4MoEExperts method) (bridge.models.gemma.modeling_gemma4.Gemma4MoERouter method) (bridge.models.gemma.modeling_gemma4.Gemma4OutputLayer method) (bridge.models.gemma.modeling_gemma4.Gemma4RMSNorm method) (bridge.models.gemma.modeling_gemma4.Gemma4RotaryEmbedding method) (bridge.models.gemma.modeling_gemma4.Gemma4SelfAttention method) (bridge.models.gemma.modules.EmbeddingScalingMixin method) (bridge.models.gemma_vl.modeling_gemma3_vl.Gemma3VLModel method) (bridge.models.gemma_vl.modeling_gemma3_vl.Gemma3VLMultimodalProjector method) (bridge.models.gemma_vl.modeling_gemma4_vl._SimpleAudioEmbedder method) (bridge.models.gemma_vl.modeling_gemma4_vl._SimpleVisionEmbedder method) (bridge.models.gemma_vl.modeling_gemma4_vl.Gemma4VLModel method) (bridge.models.glm_vl.modeling_glm_45v.GLM45VModel method) (bridge.models.gpt_full_te_layer_autocast_spec.AutocastTransformerLayer method) (bridge.models.gpt_full_te_layer_autocast_spec.TETransformerLayerAutocast method) (bridge.models.kimi.kimi_k3_layers.KimiK3Attention method) (bridge.models.kimi.kimi_k3_layers.KimiK3TransformerLayer method) (bridge.models.kimi.kimi_k3_ops.KimiRMSNorm method) (bridge.models.kimi.kimi_k3_ops.SiTUAndMul method) (bridge.models.kimi_vl.modeling_kimi_k25_vl.KimiK25VLModel method) (bridge.models.llama.llama4_utils.Llama4SelfAttention method) (bridge.models.mimo_v2_flash.modeling_mimo_v2_flash.MiMoV2FlashRotaryEmbedding method) (bridge.models.mimo_v2_flash.modeling_mimo_v2_flash.MiMoV2FlashSelfAttention method) (bridge.models.mimo_v2_flash.modeling_mimo_v2_flash.MiMoV2FlashTEDotProductAttention method) (bridge.models.minimax_m2.minimax_m2_provider._FullDimRMSNorm method) (bridge.models.minimax_m3.modeling_minimax_m3_vl.MiniMaxM3ProjectorMLP method) (bridge.models.minimax_m3.modeling_minimax_m3_vl.MiniMaxM3Vision3DRotaryEmbedding method) (bridge.models.minimax_m3.modeling_minimax_m3_vl.MiniMaxM3VisionAttention method) (bridge.models.minimax_m3.modeling_minimax_m3_vl.MiniMaxM3VisionEncoder method) (bridge.models.minimax_m3.modeling_minimax_m3_vl.MiniMaxM3VisionEncoderLayer method) (bridge.models.minimax_m3.modeling_minimax_m3_vl.MiniMaxM3VisionMLP method) (bridge.models.minimax_m3.modeling_minimax_m3_vl.MiniMaxM3VisionModel method) (bridge.models.minimax_m3.modeling_minimax_m3_vl.MiniMaxM3VisionPatchEmbeddings method) (bridge.models.minimax_m3.modeling_minimax_m3_vl.MiniMaxM3VisionTower method) (bridge.models.minimax_m3.modeling_minimax_m3_vl.MiniMaxM3VLModel method) (bridge.models.ministral3.ministral3_provider.MinistralTEDotProductAttention method) (bridge.models.ministral3.modeling_ministral3.Ministral3Model method) (bridge.models.nemotron_omni.modeling_nemotron_omni.NemotronOmniModel method) (bridge.models.nemotron_omni.modeling_nemotron_omni_llava.NemotronOmniLlavaModel method) (bridge.models.nemotron_omni.nemotron_omni_sound.BridgeSoundEncoder method) (bridge.models.nemotron_vl.modeling_nemotron_vl.NemotronVLModel method) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRAudioAttention method) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRAudioEncoder method) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRAudioEncoderLayer method) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRTextAttention method) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRTextMLP method) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRTextRMSNorm method) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerForConditionalGeneration method) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerTextAttention method) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerTextDecoderLayer method) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerTextMLP method) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerTextModel method) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerTextRMSNorm method) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerTextRotaryEmbedding method) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.SinusoidsPositionEmbedding method) (bridge.models.qwen3_asr.modeling_qwen3_asr.model.Qwen3ASRModel method) (bridge.models.qwen3_asr.modeling_qwen3_asr.thinker_model.Qwen3ASRThinkerModel method) (bridge.models.qwen_audio.modeling_qwen2_audio.Qwen2AudioModel method) (bridge.models.qwen_omni.modeling_qwen25_omni.model.Qwen25OmniModel method) (bridge.models.qwen_omni.modeling_qwen25_omni.thinker_model.Qwen25OmniThinkerModel method) (bridge.models.qwen_omni.modeling_qwen3_omni.model.Qwen3OmniModel method) (bridge.models.qwen_omni.modeling_qwen3_omni.thinker_model.Qwen3OmniThinkerModel method) (bridge.models.qwen_vl.modeling_qwen25_vl.Qwen25VLModel method) (bridge.models.qwen_vl.modelling_qwen3_vl.attention.Qwen3VLSelfAttention method) (bridge.models.qwen_vl.modelling_qwen3_vl.model.Qwen3VLModel method) (bridge.models.qwen_vl.modelling_qwen3_vl.rope.Qwen3VLMultimodalRotaryEmbedding method) (bridge.models.qwen_vl.modelling_qwen3_vl.text_model.Qwen3VLGPTModel method) (bridge.models.qwen_vl.modelling_qwen3_vl.token_classification.Qwen3VLForTokenClassification method) (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_block.Qwen3VLTransformerBlock method) (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_block.Qwen3VLVisionTransformerBlock method) (bridge.models.qwen_vl.modelling_qwen3_vl.utils.AllGatherVisionEmbeddings static method) (bridge.models.qwen_vl.modelling_qwen3_vl.utils.Qwen3VLVisionPatchEmbed method) (bridge.models.qwen_vl.modelling_qwen3_vl.utils.Qwen3VLVisionPatchMerger method) (bridge.models.qwen_vl.modelling_qwen3_vl.utils.Qwen3VLVisionRotaryEmbedding method) (bridge.models.qwen_vl.modelling_qwen3_vl.vision_model.Qwen3VLVisionModel method) (bridge.models.stepfun.modelling_step37.image_insert_embedding.ImageInsertEmbedding method) (bridge.models.stepfun.modelling_step37.model.Step37Model method) (bridge.models.stepfun.modelling_step37.utils.EncoderLayerScale method) (bridge.models.stepfun.modelling_step37.utils.EncoderMLP method) (bridge.models.stepfun.modelling_step37.utils.EncoderRope2D method) (bridge.models.stepfun.modelling_step37.utils.EncoderVisionAttention method) (bridge.models.stepfun.modelling_step37.utils.EncoderVisionBlock method) (bridge.models.stepfun.modelling_step37.utils.EncoderVisionTransformer method) (bridge.models.stepfun.modelling_step37.vision_model.Step37VisionModel method) (bridge.models.stepfun.step35_provider.Step35SharedExpertMLP method) (bridge.peft.canonical_lora.LoRALinearSplitFC1UpGate method) (bridge.peft.canonical_lora.LoRALinearSplitQKV method) (bridge.peft.dora_layers.DoRALinear method) (bridge.peft.lora_layers.LinearAdapter method) (bridge.peft.lora_layers.LoRALinear method) (bridge.peft.lora_layers.LoRATopKRouter method) (bridge.peft.lora_layers.TEFusedLoRALinear method) (bridge.peft.multi_lora_layers.MultiLoRAGroupedExpertLinear method) (bridge.peft.multi_lora_layers.MultiLoRALinear method) (bridge.peft.utils._All2AllHp2Sp static method) (bridge.peft.utils._GroupedExpertAdapterWeight method) (bridge.peft.utils.GroupedExpertLinearAdapter method) (bridge.peft.utils.PackedPerExpertLinear method) (bridge.peft.utils.ParallelLinearAdapter method) (bridge.peft.utils.SharedOuterGroupedExpertAdapter method) (bridge.training.post_training.dspark.heads.ConfidenceHead method) forward_head() (bridge.models.stepfun.modelling_step37.model.Step37Model method) forward_pp_step() (bridge.diffusion.models.wan.flow_matching.flow_inference_pipeline.FlowInferencePipeline method) forward_process_simple_masking() (in module bridge.diffusion.common.dllm) forward_step() (in module bridge.models.deepseek.deepseek_v4_step) (in module bridge.models.qwen_omni.qwen3_omni_step) (in module bridge.models.qwen_vl.qwen3_vl_step) (in module bridge.models.stepfun.step37_flickr8k_step) (in module bridge.training.audio_lm_step) (in module bridge.training.gpt_step) (in module bridge.training.llava_step) (in module bridge.training.megatron_mimo_step) (in module bridge.training.nemotron_omni_step) (in module bridge.training.vlm_step) forward_step_modelopt() (in module bridge.training.gpt_step) forward_with_separate_inputs() (bridge.models.gemma.modeling_gemma4.Gemma4MoELayer method) ForwardStepCallable (in module bridge.training.forward_step_func_types) ForwardStepFunc (in module bridge.training.forward_step_func_types) ForwardStepFunctor (class in bridge.training.forward_step_func_types) FourArgForwardStep (class in bridge.training.forward_step_func_types) fp16 (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.gemma.gemma3_provider.Gemma3ModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) (bridge.models.llama_nemotron.llama_nemotron_provider.LlamaNemotronHeterogeneousProvider attribute) (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider attribute) (bridge.models.model_provider.GetModelKwargs attribute) (bridge.training.mixed_precision.MixedPrecisionConfig attribute) fp16_lm_cross_entropy (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) (bridge.models.exaone.exaone45.modelling_exaone45.transformer_config.Exaone45TransformerConfig attribute) (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) (bridge.models.qwen3_asr.modeling_qwen3_asr.transformer_config.Qwen3ASRTransformerConfig attribute) (bridge.models.qwen_omni.modeling_qwen25_omni.transformer_config.Qwen25OmniTransformerConfig attribute) (bridge.models.qwen_omni.modeling_qwen3_omni.transformer_config.Qwen3OmniTransformerConfig attribute) (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_config.Qwen3VLTransformerConfig attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.t5_provider.T5ModelProvider attribute) fp16_mixed() (in module bridge.training.mixed_precision) fp16_with_fp8_current_scaling_mixed() (in module bridge.training.mixed_precision) fp16_with_fp8_delayed_scaling_mixed() (in module bridge.training.mixed_precision) fp16_with_fp8_subchannel_scaling_mixed() (in module bridge.training.mixed_precision) fp16_with_mxfp8_mixed() (in module bridge.training.mixed_precision) fp32 (bridge.training.mixed_precision.MixedPrecisionConfig attribute) fp4 (bridge.training.mixed_precision.MixedPrecisionConfig attribute) FP4_E2M1_MAX (in module bridge.models.conversion.quantization_utils) fp4_param (bridge.training.mixed_precision.MixedPrecisionConfig attribute) fp4_param_gather (bridge.training.mixed_precision.MixedPrecisionConfig attribute) fp4_recipe (bridge.training.mixed_precision.MixedPrecisionConfig attribute) fp8 (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.training.mixed_precision.MixedPrecisionConfig attribute) fp8_amax_compute_algo (bridge.training.mixed_precision.MixedPrecisionConfig attribute) fp8_amax_history_len (bridge.training.mixed_precision.MixedPrecisionConfig attribute) FP8_BLOCK_SIZE (in module bridge.models.conversion.quantization_utils) fp8_buf (bridge.training.comm_overlap.PipelineOverlapCfg attribute) (bridge.training.comm_overlap.RingExchangeOverlapCfg attribute) fp8_dot_product_attention (bridge.training.mixed_precision.MixedPrecisionConfig attribute) FP8_DTYPES (in module bridge.models.conversion.quantization_utils) FP8_E4M3_MAX (in module bridge.models.conversion.quantization_utils) fp8_margin (bridge.training.mixed_precision.MixedPrecisionConfig attribute) fp8_multi_head_attention (bridge.training.mixed_precision.MixedPrecisionConfig attribute) fp8_param (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.training.mixed_precision.MixedPrecisionConfig attribute) fp8_param_gather (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.training.mixed_precision.MixedPrecisionConfig attribute) fp8_recipe (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.training.mixed_precision.MixedPrecisionConfig attribute) fp8_wgrad (bridge.training.mixed_precision.MixedPrecisionConfig attribute) fps (bridge.diffusion.data.common.diffusion_sample.DiffusionSample attribute) freeze() (bridge.models.ernie_vl.modeling_ernie45_vl.model.Ernie45VLModel method) (bridge.models.exaone.exaone45.modelling_exaone45.model.Exaone45Model method) (bridge.models.gemma_vl.modeling_gemma3_vl.Gemma3VLModel method) (bridge.models.gemma_vl.modeling_gemma4_vl.Gemma4VLModel method) (bridge.models.glm_vl.modeling_glm_45v.GLM45VModel method) (bridge.models.kimi_vl.modeling_kimi_k25_vl.KimiK25VLModel method) (bridge.models.minimax_m3.modeling_minimax_m3_vl.MiniMaxM3VLModel method) (bridge.models.ministral3.modeling_ministral3.Ministral3Model method) (bridge.models.nemotron_omni.modeling_nemotron_omni.NemotronOmniModel method) (bridge.models.nemotron_omni.modeling_nemotron_omni_llava.NemotronOmniLlavaModel method) (bridge.models.nemotron_vl.modeling_nemotron_vl.NemotronVLModel method) (bridge.models.qwen3_asr.modeling_qwen3_asr.model.Qwen3ASRModel method) (bridge.models.qwen3_asr.modeling_qwen3_asr.thinker_model.Qwen3ASRThinkerModel method) (bridge.models.qwen_audio.modeling_qwen2_audio.Qwen2AudioModel method) (bridge.models.qwen_omni.modeling_qwen25_omni.model.Qwen25OmniModel method) (bridge.models.qwen_omni.modeling_qwen25_omni.thinker_model.Qwen25OmniThinkerModel method) (bridge.models.qwen_omni.modeling_qwen3_omni.model.Qwen3OmniModel method) (bridge.models.qwen_omni.modeling_qwen3_omni.thinker_model.Qwen3OmniThinkerModel method) (bridge.models.qwen_vl.modeling_qwen25_vl.Qwen25VLModel method) (bridge.models.qwen_vl.modelling_qwen3_vl.model.Qwen3VLModel method) (bridge.models.stepfun.modelling_step37.model.Step37Model method) freeze_audio_model (bridge.models.qwen3_asr.qwen3_asr_provider.Qwen3ASRModelProvider attribute) (bridge.models.qwen_audio.qwen2_audio_provider.Qwen2AudioModelProvider attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) freeze_audio_projection (bridge.models.qwen_audio.qwen2_audio_provider.Qwen2AudioModelProvider attribute) freeze_language_model (bridge.models.ernie_vl.ernie45_vl_provider.Ernie45VLModelProvider attribute) (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider attribute) (bridge.models.gemma_vl.gemma3_vl_provider.Gemma3VLModelProvider attribute) (bridge.models.gemma_vl.gemma4_vl_provider.Gemma4DenseVLProvider attribute) (bridge.models.gemma_vl.gemma4_vl_provider.Gemma4VLModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.kimi_vl.kimi_k25_vl_provider.KimiK25VLModelProvider attribute) (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider attribute) (bridge.models.minimax_m3.minimax_m3_bridge.MiniMaxM3VLModelProvider attribute) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider attribute) (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) (bridge.models.qwen3_asr.qwen3_asr_provider.Qwen3ASRModelProvider attribute) (bridge.models.qwen_audio.qwen2_audio_provider.Qwen2AudioModelProvider attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) (bridge.models.qwen_vl.qwen25_vl_provider.Qwen25VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) (bridge.models.stepfun.step37_provider.Step37ModelProvider attribute) (bridge.peft.lora.VLMLoRA attribute) freeze_modality_encoders (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider attribute) freeze_modality_projections (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider attribute) freeze_model() (bridge.peft.base.PEFT method) (bridge.peft.lora.VLMLoRA method) freeze_moe_router() (in module bridge.training.utils.train_utils) freeze_mtp_model (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider attribute) freeze_sound_encoder (bridge.models.nemotron_omni.nemotron_omni_provider._NemotronOmniModelProviderBase attribute) freeze_sound_projection (bridge.models.nemotron_omni.nemotron_omni_provider._NemotronOmniModelProviderBase attribute) freeze_vision_model (bridge.models.ernie_vl.ernie45_vl_provider.Ernie45VLModelProvider attribute) (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider attribute) (bridge.models.gemma_vl.gemma3_vl_provider.Gemma3VLModelProvider attribute) (bridge.models.gemma_vl.gemma4_vl_provider.Gemma4DenseVLProvider attribute) (bridge.models.gemma_vl.gemma4_vl_provider.Gemma4VLModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.kimi_vl.kimi_k25_vl_provider.KimiK25VLModelProvider attribute) (bridge.models.minimax_m3.minimax_m3_bridge.MiniMaxM3VLModelProvider attribute) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider attribute) (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) (bridge.models.qwen_vl.qwen25_vl_provider.Qwen25VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) (bridge.models.stepfun.step37_provider.Step37ModelProvider attribute) (bridge.peft.lora.VLMLoRA attribute) freeze_vision_projection (bridge.models.ernie_vl.ernie45_vl_provider.Ernie45VLModelProvider attribute) (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider attribute) (bridge.models.gemma_vl.gemma3_vl_provider.Gemma3VLModelProvider attribute) (bridge.models.gemma_vl.gemma4_vl_provider.Gemma4DenseVLProvider attribute) (bridge.models.gemma_vl.gemma4_vl_provider.Gemma4VLModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.kimi_vl.kimi_k25_vl_provider.KimiK25VLModelProvider attribute) (bridge.models.minimax_m3.minimax_m3_bridge.MiniMaxM3VLModelProvider attribute) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider attribute) (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) (bridge.models.qwen_vl.qwen25_vl_provider.Qwen25VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) (bridge.models.stepfun.step37_provider.Step37ModelProvider attribute) (bridge.peft.lora.VLMLoRA attribute) freq_dim (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) from_auto_config() (bridge.models.conversion.auto_bridge.AutoBridge class method) (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge class method) from_bridge() (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge class method) from_dict() (bridge.models.common.base.ModelConfig class method) (bridge.models.gpt.model_config.BridgeGPTModelConfig class method) from_hf_config() (bridge.models.conversion.auto_bridge.AutoBridge class method) (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge class method) from_hf_pretrained() (bridge.models.config.ConfigProtocol class method) (bridge.models.conversion.auto_bridge.AutoBridge class method) (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge class method) (bridge.models.model_provider.ModelProviderMixin class method) (in module bridge.models.config) from_pretrained() (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM class method) (bridge.models.hf_pretrained.masked_lm.PreTrainedMaskedLM class method) from_standard_provider() (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider class method) FSDP_DTENSOR (bridge.training.checkpointing.CheckpointType attribute) ft (bridge.training.config.ConfigContainer attribute) ft_state_path (bridge.training.state.FaultToleranceState attribute) full_attention_interval_from_hf() (in module bridge.models.conversion.transformers_compat) full_attention_rope_base (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) full_attention_rope_partial_factor (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) full_attn_num_query_groups (bridge.models.mimo_v2_flash.mimo_v2_flash_provider.MiMoV2FlashModelProvider attribute) full_self_attention (bridge.diffusion.models.wan.wan_layer_spec.WanWithAdaLNSubmodules attribute) fullatt_block_indexes (bridge.models.exaone.exaone45.modelling_exaone45.transformer_config.Exaone45TransformerConfig attribute) FullDimKNorm (class in bridge.models.minimax_m2.minimax_m2_provider) FullDimQNorm (class in bridge.models.minimax_m2.minimax_m2_provider) fused_flex_attention() (in module bridge.diffusion.models.common.nemotron_labs_diffusion_attention) FusedExpertMapping (class in bridge.models.conversion.param_mapping) FusedGatedExpertMapping (class in bridge.models.conversion.param_mapping) G G_LOGGER (in module bridge.training.optim) gated_linear_unit (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.gemma.gemma2_provider.Gemma2ModelProvider attribute) (bridge.models.gemma.gemma3_provider.Gemma3ModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.gemma.gemma_provider.GemmaModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) (bridge.models.llama_nemotron.llama_nemotron_provider.LlamaNemotronHeterogeneousProvider attribute) (bridge.models.mimo_v2_flash.mimo_v2_flash_provider.MiMoV2FlashModelProvider attribute) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider attribute) (bridge.models.mistral.mistral_provider.MistralModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.qwen3_asr.qwen3_asr_provider.Qwen3ASRModelProvider attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) GatedMarkovHead (class in bridge.training.post_training.dspark.heads) GatedMLPMapping (class in bridge.models.conversion.param_mapping) gather_assistant_text_segments() (in module bridge.data.conversation_processing) gather_from_ep_ranks() (bridge.models.conversion.param_mapping.MegatronParamMapping method) (bridge.models.ernie_vl.ernie45_vl_bridge._OffsetGatedMLPMapping method) (bridge.models.ernie_vl.ernie45_vl_bridge._OffsetRowParallelMapping method) gather_from_ep_ranks_scale() (bridge.models.conversion.param_mapping.MegatronParamMapping method) gather_from_tp_ranks() (bridge.models.conversion.param_mapping.MegatronParamMapping method) gating() (bridge.models.gemma.modeling_gemma4.Gemma4TopKRouter method) (bridge.models.minimax_m3.minimax_m3_bridge.MiniMaxM3TopKRouter method) GDN_IN_PROJ_KEYS (in module bridge.models.conversion.peft_bridge) GDNConv1dMapping (class in bridge.models.conversion.param_mapping) GDNLinearMapping (class in bridge.models.conversion.param_mapping) GDNLinearMappingSeparate (class in bridge.models.conversion.param_mapping) gemma2_27b_peft_4gpu_h100_bf16_config() (in module bridge.recipes.gemma.h100.gemma2) gemma2_27b_pretrain_16gpu_h100_bf16_config() (in module bridge.recipes.gemma.h100.gemma2) gemma2_27b_sft_16gpu_h100_bf16_config() (in module bridge.recipes.gemma.h100.gemma2) gemma2_2b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.gemma.h100.gemma2) gemma2_2b_pretrain_2gpu_h100_bf16_config() (in module bridge.recipes.gemma.h100.gemma2) gemma2_2b_sft_1gpu_h100_bf16_config() (in module bridge.recipes.gemma.h100.gemma2) gemma2_9b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.gemma.h100.gemma2) gemma2_9b_pretrain_8gpu_h100_bf16_config() (in module bridge.recipes.gemma.h100.gemma2) gemma2_9b_sft_4gpu_h100_bf16_config() (in module bridge.recipes.gemma.h100.gemma2) gemma2_layer_spec() (in module bridge.models.gemma.gemma2_provider) Gemma2Bridge (class in bridge.models.gemma.gemma2_bridge) Gemma2DotProductAttention (class in bridge.models.gemma.gemma2_provider) Gemma2FlexDotProductAttention (class in bridge.models.gemma.gemma2_provider) Gemma2ModelProvider (class in bridge.models.gemma.gemma2_provider) Gemma2OutputLayer (class in bridge.models.gemma.gemma2_provider) gemma3_1b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.gemma.h100.gemma3) gemma3_1b_pretrain_1gpu_h100_bf16_config() (in module bridge.recipes.gemma.h100.gemma3) gemma3_1b_sft_1gpu_h100_bf16_config() (in module bridge.recipes.gemma.h100.gemma3) gemma3_layer_spec() (in module bridge.models.gemma.gemma3_provider) gemma3_vl_12b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.gemma3_vl.h100.gemma3_vl) gemma3_vl_12b_sft_4gpu_h100_bf16_config() (in module bridge.recipes.gemma3_vl.h100.gemma3_vl) gemma3_vl_27b_peft_4gpu_h100_bf16_config() (in module bridge.recipes.gemma3_vl.h100.gemma3_vl) gemma3_vl_27b_sft_16gpu_h100_bf16_config() (in module bridge.recipes.gemma3_vl.h100.gemma3_vl) gemma3_vl_4b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.gemma3_vl.h100.gemma3_vl) gemma3_vl_4b_sft_1gpu_h100_bf16_config() (in module bridge.recipes.gemma3_vl.h100.gemma3_vl) gemma3_vl_collate_fn() (in module bridge.models.gemma_vl.data.collate_fn) Gemma3LanguageModelEmbedding (class in bridge.models.gemma.gemma3_provider) Gemma3ModelBridge (class in bridge.models.gemma.gemma3_bridge) Gemma3ModelProvider (class in bridge.models.gemma.gemma3_provider) Gemma3RotaryEmbedding (class in bridge.models.gemma.gemma3_provider) Gemma3SelfAttention (class in bridge.models.gemma.gemma3_provider) Gemma3TEDotProductAttention (class in bridge.models.gemma.gemma3_provider) Gemma3VLBridge (class in bridge.models.gemma_vl.gemma3_vl_bridge) Gemma3VLModel (class in bridge.models.gemma_vl.modeling_gemma3_vl) Gemma3VLModelProvider (class in bridge.models.gemma_vl.gemma3_vl_provider) Gemma3VLMultimodalProjector (class in bridge.models.gemma_vl.modeling_gemma3_vl) Gemma3VLMultimodalProjectorConfig (class in bridge.models.gemma_vl.modeling_gemma3_vl) gemma4_block_spec() (in module bridge.models.gemma.modeling_gemma4) gemma4_e4b_pretrain_2gpu_h100_bf16_config() (in module bridge.recipes.gemma.h100.gemma4) gemma4_layer_spec (in module bridge.models.gemma.modeling_gemma4) gemma4_vl_26b_peft_4gpu_h100_bf16_config() (in module bridge.recipes.gemma4_vl.h100.gemma4_vl) gemma4_vl_26b_sft_8gpu_h100_bf16_config() (in module bridge.recipes.gemma4_vl.h100.gemma4_vl) gemma4_vl_collate_fn() (in module bridge.models.gemma_vl.data.collate_fn) Gemma4Bridge (class in bridge.models.gemma.gemma4_bridge) Gemma4DenseMLP (class in bridge.models.gemma.modeling_gemma4) Gemma4DenseProvider (class in bridge.models.gemma.gemma4_provider) Gemma4DenseRotaryEmbedding (class in bridge.models.gemma.modeling_gemma4) Gemma4DenseSelfAttention (class in bridge.models.gemma.modeling_gemma4) Gemma4DenseTransformerLayer (class in bridge.models.gemma.modeling_gemma4) Gemma4DenseTransformerLayerSubmodules (class in bridge.models.gemma.modeling_gemma4) Gemma4DenseVLProvider (class in bridge.models.gemma_vl.gemma4_vl_provider) Gemma4ModelProvider (class in bridge.models.gemma.gemma4_provider) Gemma4MoEExperts (class in bridge.models.gemma.modeling_gemma4) Gemma4MoELayer (class in bridge.models.gemma.modeling_gemma4) Gemma4MoERouter (class in bridge.models.gemma.modeling_gemma4) Gemma4OutputLayer (class in bridge.models.gemma.modeling_gemma4) Gemma4RMSNorm (class in bridge.models.gemma.modeling_gemma4) Gemma4RotaryEmbedding (class in bridge.models.gemma.modeling_gemma4) Gemma4SelfAttention (class in bridge.models.gemma.modeling_gemma4) Gemma4TEDotProductAttention (class in bridge.models.gemma.modeling_gemma4) Gemma4TopKRouter (class in bridge.models.gemma.modeling_gemma4) Gemma4TransformerLayer (class in bridge.models.gemma.modeling_gemma4) Gemma4VLBridge (class in bridge.models.gemma_vl.gemma4_vl_bridge) Gemma4VLModel (class in bridge.models.gemma_vl.modeling_gemma4_vl) Gemma4VLModelProvider (class in bridge.models.gemma_vl.gemma4_vl_provider) GEMMA_3N_TOKENS (in module bridge.data.token_utils) GEMMA_TOKENS (in module bridge.data.token_utils) GemmaBridge (class in bridge.models.gemma.gemma_bridge) GemmaModelProvider (class in bridge.models.gemma.gemma_provider) generate() (bridge.diffusion.models.wan.flow_matching.flow_inference_pipeline.FlowInferencePipeline method) (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM method) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRForConditionalGeneration method) generate_ar() (in module bridge.diffusion.models.nemotron_labs_diffusion.inference_nemotron_labs_diffusion) generate_block_diffusion() (in module bridge.diffusion.models.llada15.inference_llada15) generate_dllm() (in module bridge.diffusion.models.nemotron_labs_diffusion.inference_nemotron_labs_diffusion) generate_pipeline_layout() (bridge.models.deepseek.deepseek_v3_bridge.DeepSeekV3Bridge static method) (bridge.models.deepseek.deepseek_v4_bridge.DeepSeekV4Bridge static method) generate_state_dict() (in module bridge.training.checkpointing) GenerateKwargs (class in bridge.models.hf_pretrained.causal_lm) generation_config (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM property) (bridge.models.kimi_vl.kimi_k25_vl_provider.KimiK25VLModelProvider attribute) GENERATION_REGEX (in module bridge.data.datasets.utils) GenericVisualInputs (class in bridge.training.utils.visual_inputs) get() (bridge.models.hf_pretrained.state.StateDict method) (bridge.models.stepfun.data.flickr8k.samplers.LoopedSequentialSampler method) (bridge.models.stepfun.data.flickr8k.samplers.LoopedShuffleSampler method) (bridge.models.stepfun.data.flickr8k.samplers.WeightedRandomSampler method) get_active_module_pg() (in module bridge.training.megatron_mimo_parallel_utils) get_adapter_attributes_from_linear() (in module bridge.peft.utils) get_added_query_key_value_tensors() (bridge.diffusion.models.flux.flux_attention.JointSelfAttention method) get_all_keys() (bridge.models.hf_pretrained.state.DictStateSource method) (bridge.models.hf_pretrained.state.SafeTensorsStateSource method) (bridge.models.hf_pretrained.state.StateSource method) get_all_mappings() (bridge.models.conversion.mapping_registry.MegatronMappingRegistry method) get_artifacts() (bridge.models.hf_pretrained.base.PreTrainedBase method) get_audio_features() (bridge.models.gemma_vl.modeling_gemma4_vl.Gemma4VLModel method) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerForConditionalGeneration method) (bridge.models.qwen3_asr.modeling_qwen3_asr.thinker_model.Qwen3ASRThinkerModel method) (bridge.models.qwen_omni.modeling_qwen25_omni.thinker_model.Qwen25OmniThinkerModel method) (bridge.models.qwen_omni.modeling_qwen3_omni.thinker_model.Qwen3OmniThinkerModel method) get_batch() (in module bridge.diffusion.models.common.dgpt_step) (in module bridge.models.deepseek.deepseek_v4_step) (in module bridge.models.qwen_omni.qwen3_omni_step) (in module bridge.models.qwen_vl.qwen3_vl_step) (in module bridge.training.audio_lm_step) (in module bridge.training.gpt_step) (in module bridge.training.llava_step) (in module bridge.training.megatron_mimo_step) (in module bridge.training.nemotron_omni_step) (in module bridge.training.vlm_step) get_batch_from_iterator() (in module bridge.diffusion.models.common.dgpt_step) (in module bridge.models.qwen_omni.qwen3_omni_step) (in module bridge.models.qwen_vl.qwen3_vl_step) (in module bridge.training.audio_lm_step) (in module bridge.training.gpt_step) (in module bridge.training.llava_step) (in module bridge.training.nemotron_omni_step) (in module bridge.training.vlm_step) get_batch_on_this_tp_rank() (in module bridge.training.utils.batch_utils) get_blend_and_blend_per_split() (in module bridge.data.loaders) get_blend_fields_from_data_paths() (in module bridge.recipes.utils.dataset_utils) get_builder_cls() (bridge.models.common.base.ModelConfig method) (bridge.models.gpt.model_config.BridgeGPTModelConfig method) get_causal_lm_class_name_via_auto_map() (in module bridge.models.conversion.utils) get_checkpoint_name() (in module bridge.training.utils.checkpoint_utils) get_checkpoint_run_config_filename() (in module bridge.training.utils.checkpoint_utils) get_checkpoint_tracker_filename() (in module bridge.training.utils.checkpoint_utils) get_checkpoint_train_state_filename() (in module bridge.training.utils.checkpoint_utils) get_checkpoint_version() (in module bridge.training.checkpointing) get_chunked_index() (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRPreTrainedModelForConditionalGeneration method) (bridge.models.qwen3_asr.hf_qwen3_asr.processing_qwen3_asr.Qwen3ASRProcessor method) (in module bridge.models.qwen_omni.modeling_qwen25_omni.rope) get_collate_fn() (bridge.data.megatron_mimo.base_provider.MegatronMIMODatasetProvider method) (bridge.data.megatron_mimo.hf_provider.HFMegatronMIMODatasetProvider method) (bridge.data.megatron_mimo.mock_provider.MockMegatronMIMOProvider method) get_common_config() (in module bridge.models.sarvam.common) get_common_mapping_list() (in module bridge.models.deepseek.common) get_config_for_layer() (bridge.models.transformer_config.HeterogeneousTransformerConfig method) get_conversion_tasks() (bridge.models.conversion.auto_bridge.AutoBridge method) (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge method) get_cos_sin() (bridge.models.gemma.modeling_gemma4.Gemma4DenseRotaryEmbedding method) get_data_distribution_group() (in module bridge.training.gtp) get_data_parallel_size() (bridge.training.config.ConfigContainer method) get_dataset_provider() (in module bridge.data.utils) get_dataset_root() (in module bridge.data.datasets.gpt_sft) get_decoder() (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2ForCausalLM method) get_deepseek_decoder_block_spec() (in module bridge.models.deepseek.attention) get_default_falconh1_stack_spec() (in module bridge.models.falcon_h1.falconh1_provider) get_default_hybrid_stack_spec() (in module bridge.models.hybrid.hybrid_builder) (in module bridge.models.hybrid.hybrid_provider) get_default_mamba_stack_spec() (in module bridge.models.mamba.mamba_builder) (in module bridge.models.mamba.mamba_provider) get_device() (in module bridge.training.utils.sig_utils) get_dist_train_vision_dp_data() (in module bridge.models.qwen_vl.modelling_qwen3_vl.utils) get_effective_lora_dim() (in module bridge.peft.utils) get_ernie45_vl_decoder_block_spec() (in module bridge.models.ernie_vl.modeling_ernie45_vl.ernie_decoder_layer_spec) get_ernie_vision_config() (in module bridge.models.ernie_vl.modeling_ernie45_vl.vision_transformer_config) get_ernie_vit_layer_spec() (in module bridge.models.ernie_vl.modeling_ernie45_vl.vision_layer_spec) get_export_fp8_tasks() (bridge.models.conversion.auto_bridge.AutoBridge method) get_flickr8k_dataset_file() (in module bridge.models.stepfun.data.flickr8k.flickr8k_loader) get_flux_double_transformer_engine_spec() (in module bridge.diffusion.models.flux.flux_layer_spec) get_flux_single_transformer_engine_spec() (in module bridge.diffusion.models.flux.flux_layer_spec) get_fp8_context() (bridge.diffusion.models.flux.flux_model.Flux method) get_gemma4_layer_spec() (in module bridge.models.gemma.modeling_gemma4) get_gpt_full_te_layer_autocast_spec() (in module bridge.models.gpt_full_te_layer_autocast_spec) get_hf_import_param_names() (bridge.models.conversion.model_bridge.MegatronModelBridge static method) get_hf_model_id_from_checkpoint() (bridge.models.conversion.auto_bridge.AutoBridge static method) (in module bridge.training.utils.checkpoint_utils) get_hf_tokenizer_kwargs() (bridge.models.glm_vl.glm_45v_bridge.GLM45VBridge class method) (bridge.models.nemotronh.nemotron_h_bridge.NemotronHBridge class method) get_image_features() (bridge.models.gemma_vl.modeling_gemma4_vl.Gemma4VLModel method) (bridge.models.minimax_m3.modeling_minimax_m3_vl.MiniMaxM3VLModel method) (bridge.models.qwen_omni.modeling_qwen3_omni.thinker_model.Qwen3OmniThinkerModel method) get_input_embeddings() (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2ForCausalLM method) (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2Model method) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRAudioEncoder method) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerForConditionalGeneration method) get_k_exaone_2_0_pipeline_layout() (in module bridge.recipes.exaone.h100.exaone_moe) get_language_mlp_submodules() (in module bridge.models.nemotron_vl.nemotron_vl_provider) get_language_model_cp_size() (bridge.training.utils.pg_utils.DistTrainProcessGroupCollection method) get_last_rank() (in module bridge.utils.common_utils) get_llama4_layer_spec() (in module bridge.models.llama.llama4_utils) get_llm_pos_ids_for_vision() (in module bridge.models.qwen_omni.modeling_qwen25_omni.rope) (in module bridge.models.qwen_omni.modeling_qwen3_omni.rope) get_lora_plus_config_overrides() (in module bridge.peft.lora) get_ltor_masks_and_position_ids() (in module bridge.data.energon.task_encoder_utils) get_mappings_by_pattern() (bridge.models.conversion.mapping_registry.MegatronMappingRegistry method) get_master_addr_safe() (in module bridge.utils.common_utils) get_master_port_safe() (in module bridge.utils.common_utils) get_megatron_mimo_dp_info() (in module bridge.data.megatron_mimo.dp_utils) get_megatron_mimo_sampling_info() (in module bridge.data.megatron_mimo.dp_utils) get_mimo_conversion_spec() (in module bridge.models.megatron_mimo.conversion.orchestrator) get_mixed_precision_config() (in module bridge.training.mixed_precision) get_model() (bridge.models.conversion.auto_bridge.AutoBridge method) (in module bridge.models.model_provider) get_model_bridge() (in module bridge.models.conversion.model_bridge) get_model_chunk_vp_stage() (in module bridge.training.utils.flop_utils) get_model_config() (bridge.models.conversion.auto_bridge.AutoBridge method) get_modelopt_quant_exporter() (in module bridge.models.conversion.modelopt_utils) get_module_and_param_from_name() (in module bridge.models.conversion.utils) get_module_to_grid_tuple() (in module bridge.training.megatron_mimo_parallel_utils) get_num_transfer_tokens() (in module bridge.diffusion.common.dllm) get_output_embeddings() (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2ForCausalLM method) get_packed_seq_attention_mask() (in module bridge.models.qwen_vl.modelling_qwen3_vl.rope) get_packed_seq_cp_partition_indices() (in module bridge.training.utils.packed_seq_utils) get_packed_seq_params() (bridge.models.exaone.exaone45.modelling_exaone45.vision_model.Exaone45VisionModel method) (in module bridge.training.utils.packed_seq_utils) get_packed_seq_q_cu_seqlens() (in module bridge.training.utils.packed_seq_utils) get_parallelism() (bridge.models.megatron_mimo.megatron_mimo_config.MegatronMIMOParallelismConfig method) get_pg_collection() (in module bridge.training.utils.pg_utils) get_placeholder_mask() (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerForConditionalGeneration method) get_position_id_from_cu_seqlens() (in module bridge.models.stepfun.data.flickr8k.pack_transform) get_prev_embeddings() (bridge.training.post_training.dspark.heads.VanillaMarkov method) get_processor_tokenizer() (in module bridge.data.conversation_processing) get_query_key_value_tensors() (bridge.diffusion.models.common.dit_attention.DiTCrossAttention method) (bridge.diffusion.models.common.dit_attention.DiTSelfAttention method) (bridge.diffusion.models.flux.flux_attention.JointSelfAttention method) (bridge.models.gemma.modeling_gemma4.Gemma4DenseSelfAttention method) (bridge.models.gemma.modeling_gemma4.Gemma4SelfAttention method) (bridge.models.mimo_v2_flash.modeling_mimo_v2_flash.MiMoV2FlashSelfAttention method) (bridge.models.olmoe.olmoe_provider.OLMoESelfAttention method) get_rng_state() (in module bridge.training.checkpointing) get_rope_index() (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRPreTrainedModelForConditionalGeneration method) (in module bridge.models.exaone.exaone45.modelling_exaone45.rope) (in module bridge.models.qwen3_asr.modeling_qwen3_asr.rope) (in module bridge.models.qwen_omni.modeling_qwen25_omni.rope) (in module bridge.models.qwen_omni.modeling_qwen3_omni.rope) (in module bridge.models.qwen_vl.modelling_qwen3_vl.rope) get_rotary_seq_len() (bridge.models.gemma.modeling_gemma4.Gemma4DenseRotaryEmbedding method) (bridge.models.qwen_vl.modelling_qwen3_vl.rope.Qwen3VLMultimodalRotaryEmbedding method) get_sample_block() (bridge.data.datasets.utils._OnlineSampleMapping method) get_save_and_finalize_callbacks() (in module bridge.training.checkpointing) get_seqlen_list() (in module bridge.data.packing.algorithms) get_shard_idx() (bridge.models.conversion.param_mapping.ChunkedMapping method) (bridge.models.conversion.param_mapping.GDNConv1dMapping method) (bridge.models.conversion.param_mapping.MambaConv1dMapping method) get_start_end_idx() (bridge.data.samplers.MegatronPretrainingSampler method) get_start_time_from_progress_log() (in module bridge.training.train) get_step37_text_layer_spec() (in module bridge.models.stepfun.modelling_step37.transformer_block) get_support_languages() (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRForConditionalGeneration method) get_swa() (in module bridge.models.gemma.gemma2_provider) get_text_config() (bridge.models.qwen3_asr.hf_qwen3_asr.configuration_qwen3_asr.Qwen3ASRConfig method) get_thd_cp_partition_indices() (in module bridge.training.utils.packed_seq_utils) get_torch_version() (in module bridge.utils.import_utils) get_train_valid_test_num_samples() (in module bridge.data.loaders) get_transfer_index() (in module bridge.diffusion.common.dllm) get_transformer_config() (in module bridge.training.gtp) get_video_features() (bridge.models.minimax_m3.modeling_minimax_m3_vl.MiniMaxM3VLModel method) (bridge.models.qwen_omni.modeling_qwen3_omni.thinker_model.Qwen3OmniThinkerModel method) get_vision_cp_data() (in module bridge.models.exaone.exaone45.modelling_exaone45.utils) (in module bridge.models.qwen_vl.modelling_qwen3_vl.utils) get_vision_model_config() (in module bridge.models.exaone.exaone45.modelling_exaone45.transformer_config) (in module bridge.models.qwen_vl.modelling_qwen3_vl.transformer_config) (in module bridge.models.stepfun.modelling_step37.transformer_config) get_wan_block_with_transformer_engine_spec() (in module bridge.diffusion.models.wan.wan_layer_spec) get_weight_magnitude() (bridge.peft.dora_layers.ParallelLinearDoRAAdapter method) get_window_index() (bridge.models.exaone.exaone45.modelling_exaone45.vision_model.Exaone45VisionModel method) GetModelKwargs (class in bridge.models.model_provider) glm45_355b_peft_16gpu_h100_bf16_config() (in module bridge.recipes.glm.h100.glm45) glm45_355b_pretrain_128gpu_h100_bf16_config() (in module bridge.recipes.glm.h100.glm45) glm45_355b_sft_128gpu_h100_bf16_config() (in module bridge.recipes.glm.h100.glm45) glm45_air_106b_peft_8gpu_h100_bf16_config() (in module bridge.recipes.glm.h100.glm45) glm45_air_106b_pretrain_32gpu_h100_bf16_config() (in module bridge.recipes.glm.h100.glm45) glm45_air_106b_sft_32gpu_h100_bf16_config() (in module bridge.recipes.glm.h100.glm45) GLM45Bridge (class in bridge.models.glm.glm45_bridge) GLM45VBridge (class in bridge.models.glm_vl.glm_45v_bridge) GLM45VModel (class in bridge.models.glm_vl.modeling_glm_45v) GLM45VModelProvider (class in bridge.models.glm_vl.glm_45v_provider) GLM47FlashBridge (class in bridge.models.glm.glm47_flash_bridge) GLM4V_ASSISTANT_END (in module bridge.models.glm_vl.data.collate_fn) GLM4V_ASSISTANT_START (in module bridge.models.glm_vl.data.collate_fn) glm4v_collate_fn() (in module bridge.models.glm_vl.data.collate_fn) GLM4V_EMPTY_THINK (in module bridge.models.glm_vl.data.collate_fn) GLM4V_NEXT_ROLE_MARKERS (in module bridge.models.glm_vl.data.collate_fn) glm51_sft_192gpu_gb200_bf16_config() (in module bridge.perf_recipes.glm_moe_dsa.gb200.glm5) glm51_sft_416gpu_h100_bf16_config() (in module bridge.perf_recipes.glm_moe_dsa.h100.glm5) glm52_peft_192gpu_gb200_bf16_config() (in module bridge.recipes.glm.gb200.glm5) glm52_peft_208gpu_h100_bf16_config() (in module bridge.recipes.glm.h100.glm5) glm52_pretrain_192gpu_gb200_bf16_config() (in module bridge.recipes.glm.gb200.glm5) glm52_pretrain_416gpu_h100_bf16_config() (in module bridge.recipes.glm.h100.glm5) glm52_sft_192gpu_gb200_bf16_128k_config() (in module bridge.recipes.glm.gb200.glm5) glm52_sft_192gpu_gb200_bf16_config() (in module bridge.perf_recipes.glm_moe_dsa.gb200.glm5) (in module bridge.recipes.glm.gb200.glm5) glm52_sft_416gpu_h100_bf16_config() (in module bridge.perf_recipes.glm_moe_dsa.h100.glm5) (in module bridge.recipes.glm.h100.glm5) glm52_sft_608gpu_h100_bf16_200k_config() (in module bridge.recipes.glm.h100.glm5) GLM5Bridge (class in bridge.models.glm_moe_dsa.glm5_bridge) glm_45v_peft_32gpu_h100_bf16_config() (in module bridge.recipes.glm_vl.h100.glm_45v) glm_45v_sft_128gpu_h100_bf16_config() (in module bridge.recipes.glm_vl.h100.glm_45v) GLOBAL (bridge.training.checkpointing.CheckpointType attribute) global_base_prefix (bridge.models.conversion.peft_bridge.AdapterWeight attribute) (bridge.models.conversion.peft_bridge.AdapterWeightConversionTask attribute) global_batch_size (bridge.diffusion.data.common.diffusion_energon_datamodule.DiffusionDataModuleConfig attribute) (bridge.diffusion.data.flux.flux_energon_datamodule.FluxDataModuleConfig attribute) (bridge.diffusion.data.flux.flux_energon_datamodule.FluxDatasetConfig attribute) (bridge.diffusion.data.flux.flux_mock_datamodule.FluxMockDataModuleConfig attribute) (bridge.diffusion.data.wan.wan_energon_datamodule.WanDataModuleConfig attribute) (bridge.diffusion.data.wan.wan_energon_datamodule.WanDatasetConfig attribute) (bridge.diffusion.data.wan.wan_mock_datamodule.WanMockDataModuleConfig attribute) global_data_keys (bridge.models.stepfun.data.flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) global_head_dim (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) global_kv_channels (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) global_param_name (bridge.models.conversion.model_bridge.WeightConversionTask attribute) global_rotary_percent (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) global_state (bridge.training.setup_megatron_mimo.MegatronMIMOSetupOutput attribute) GlobalFlopsRuntimeStats (class in bridge.training.utils.flop_utils) GlobalState (class in bridge.training.state) gpt3_175b_pretrain_32gpu_h100_bf16_config() (in module bridge.recipes.gpt.h100.gpt3_175b) gpt_oss_120b_peft_8gpu_h100_bf16_config() (in module bridge.recipes.gpt_oss.h100.gpt_oss) gpt_oss_120b_pretrain_64gpu_b200_bf16_config() (in module bridge.perf_recipes.gpt_oss.b200.gpt_oss) gpt_oss_120b_pretrain_64gpu_b200_fp8mx_config() (in module bridge.perf_recipes.gpt_oss.b200.gpt_oss) gpt_oss_120b_pretrain_64gpu_b300_bf16_config() (in module bridge.perf_recipes.gpt_oss.b300.gpt_oss) gpt_oss_120b_pretrain_64gpu_b300_fp8mx_config() (in module bridge.perf_recipes.gpt_oss.b300.gpt_oss) gpt_oss_120b_pretrain_64gpu_gb200_bf16_config() (in module bridge.perf_recipes.gpt_oss.gb200.gpt_oss) gpt_oss_120b_pretrain_64gpu_gb200_bf16_ncclep_config() (in module bridge.perf_recipes.gpt_oss.gb200.gpt_oss) gpt_oss_120b_pretrain_64gpu_gb200_fp8mx_config() (in module bridge.perf_recipes.gpt_oss.gb200.gpt_oss) gpt_oss_120b_pretrain_64gpu_gb300_bf16_config() (in module bridge.perf_recipes.gpt_oss.gb300.gpt_oss) gpt_oss_120b_pretrain_64gpu_gb300_fp8mx_config() (in module bridge.perf_recipes.gpt_oss.gb300.gpt_oss) gpt_oss_120b_pretrain_64gpu_h100_bf16_config() (in module bridge.perf_recipes.gpt_oss.h100.gpt_oss) (in module bridge.recipes.gpt_oss.h100.gpt_oss) gpt_oss_120b_pretrain_64gpu_h100_fp8cs_config() (in module bridge.perf_recipes.gpt_oss.h100.gpt_oss) gpt_oss_120b_pretrain_64gpu_vr200_bf16_config() (in module bridge.perf_recipes.gpt_oss.vr200.gpt_oss) gpt_oss_120b_pretrain_64gpu_vr200_fp8mx_config() (in module bridge.perf_recipes.gpt_oss.vr200.gpt_oss) gpt_oss_120b_sft_32gpu_h100_bf16_config() (in module bridge.recipes.gpt_oss.h100.gpt_oss) gpt_oss_120b_sft_48gpu_h100_bf16_32k_config() (in module bridge.recipes.gpt_oss.h100.gpt_oss) gpt_oss_20b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.gpt_oss.h100.gpt_oss) gpt_oss_20b_peft_1gpu_h100_fp8cs_config() (in module bridge.recipes.gpt_oss.h100.gpt_oss) gpt_oss_20b_peft_1gpu_h100_fp8mx_config() (in module bridge.recipes.gpt_oss.h100.gpt_oss) gpt_oss_20b_pretrain_16gpu_h100_bf16_config() (in module bridge.recipes.gpt_oss.h100.gpt_oss) gpt_oss_20b_pretrain_16gpu_h100_fp8cs_config() (in module bridge.recipes.gpt_oss.h100.gpt_oss) gpt_oss_20b_pretrain_16gpu_h100_fp8mx_config() (in module bridge.recipes.gpt_oss.h100.gpt_oss) gpt_oss_20b_pretrain_512gpu_gb200_fp8mx_config() (in module bridge.perf_recipes.gpt_oss.gb200.gpt_oss) gpt_oss_20b_pretrain_512gpu_gb300_fp8mx_config() (in module bridge.perf_recipes.gpt_oss.gb300.gpt_oss) gpt_oss_20b_pretrain_64gpu_b300_fp8mx_config() (in module bridge.perf_recipes.gpt_oss.b300.gpt_oss) gpt_oss_20b_pretrain_64gpu_b300_nvfp4_config() (in module bridge.perf_recipes.gpt_oss.b300.gpt_oss) gpt_oss_20b_pretrain_64gpu_vr200_nvfp4_config() (in module bridge.perf_recipes.gpt_oss.vr200.gpt_oss) gpt_oss_20b_pretrain_72gpu_gb200_nvfp4_config() (in module bridge.perf_recipes.gpt_oss.gb200.gpt_oss) gpt_oss_20b_pretrain_72gpu_gb300_nvfp4_config() (in module bridge.perf_recipes.gpt_oss.gb300.gpt_oss) gpt_oss_20b_pretrain_8gpu_b300_fp8mx_config() (in module bridge.perf_recipes.gpt_oss.b300.gpt_oss) gpt_oss_20b_pretrain_8gpu_b300_nvfp4_config() (in module bridge.perf_recipes.gpt_oss.b300.gpt_oss) gpt_oss_20b_pretrain_8gpu_gb200_nvfp4_config() (in module bridge.perf_recipes.gpt_oss.gb200.gpt_oss) gpt_oss_20b_pretrain_8gpu_gb300_nvfp4_config() (in module bridge.perf_recipes.gpt_oss.gb300.gpt_oss) gpt_oss_20b_pretrain_8gpu_vr200_fp8mx_config() (in module bridge.perf_recipes.gpt_oss.vr200.gpt_oss) gpt_oss_20b_pretrain_8gpu_vr200_nvfp4_config() (in module bridge.perf_recipes.gpt_oss.vr200.gpt_oss) gpt_oss_20b_sft_8gpu_h100_bf16_32k_config() (in module bridge.recipes.gpt_oss.h100.gpt_oss) gpt_oss_20b_sft_8gpu_h100_bf16_config() (in module bridge.recipes.gpt_oss.h100.gpt_oss) gpt_oss_20b_sft_8gpu_h100_bf16_openmathinstruct2_thinking_packed_config() (in module bridge.recipes.gpt_oss.h100.gpt_oss) gpt_oss_20b_sft_8gpu_h100_fp8cs_config() (in module bridge.recipes.gpt_oss.h100.gpt_oss) gpt_oss_20b_sft_8gpu_h100_fp8mx_config() (in module bridge.recipes.gpt_oss.h100.gpt_oss) gpt_sft_train_valid_test_datasets_provider() (in module bridge.data.builders.gpt_sft) GPTDatasetConfig (class in bridge.training.config) GPTFIMDataset (class in bridge.data.datasets.fim_dataset) GPTFIMDatasetConfig (class in bridge.training.config) GPTModelBuilder (class in bridge.models.gpt.gpt_builder) GPTModelConfig (class in bridge.models.gpt.gpt_builder) GPTModelProvider (class in bridge.models.gpt_provider) GPTOSSBridge (class in bridge.models.gpt_oss.gpt_oss_bridge) GPTOSSMLPDownProjMapping (class in bridge.models.gpt_oss.gpt_oss_bridge) GPTOSSMLPGateUpProjMapping (class in bridge.models.gpt_oss.gpt_oss_bridge) GPTSFTChatDataset (class in bridge.data.datasets.gpt_sft) GPTSFTDataset (class in bridge.data.datasets.gpt_sft) GPTSFTDatasetBuilder (class in bridge.data.builders.gpt_sft) GPTSFTDatasetConfig (class in bridge.data.builders.gpt_sft) GPTSFTPackedDataset (class in bridge.data.packing.gpt_sft) GPTSFTPackedParquetDataset (class in bridge.data.packing.parquet) gpu_individual_perf_threshold (bridge.training.config.NVRxStragglerDetectionConfig attribute) GPU_INSTALL_STRING (in module bridge.utils.import_utils) gpu_only_import() (in module bridge.utils.import_utils) gpu_only_import_from() (in module bridge.utils.import_utils) gpu_relative_perf_threshold (bridge.training.config.NVRxStragglerDetectionConfig attribute) grad_norm (bridge.training.callbacks.CallbackContext attribute) grad_reduce_in_fp32 (bridge.training.mixed_precision.MixedPrecisionConfig attribute) gradient_accumulation_fusion (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider attribute) (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) (bridge.models.qwen3_asr.qwen3_asr_provider.Qwen3ASRModelProvider attribute) (bridge.models.qwen_audio.qwen2_audio_provider.Qwen2AudioModelProvider attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) granularity (bridge.training.config.InProcessRestartConfig attribute) grid_sizes_calculation() (in module bridge.diffusion.models.wan.utils) group_key (bridge.models.conversion.param_mapping.FusedExpertMapping property) (bridge.models.conversion.param_mapping.FusedGatedExpertMapping property) (bridge.models.gpt_oss.gpt_oss_bridge.GPTOSSMLPDownProjMapping property) (bridge.models.gpt_oss.gpt_oss_bridge.GPTOSSMLPGateUpProjMapping property) group_limited_topk() (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2Gate method) group_offsets (bridge.peft.multi_lora_layers.ExpertSlotRouting attribute) GroupedExpertLinearAdapter (class in bridge.peft.utils) guidance_embed (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) guidance_scale (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) H H_latents (bridge.diffusion.data.wan.wan_energon_datamodule.WanDatasetConfig attribute) (bridge.diffusion.data.wan.wan_mock_datamodule.WanMockDataModuleConfig attribute) half() (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM method) (bridge.models.hf_pretrained.masked_lm.PreTrainedMaskedLM method) handle_index() (in module bridge.data.datasets.utils) handle_profiling_step() (in module bridge.training.profiling) handle_profiling_stop() (in module bridge.training.profiling) hard_timeout (bridge.training.config.InProcessRestartConfig attribute) has_callbacks() (bridge.training.callbacks.CallbackManager method) has_cuda_graph_module() (in module bridge.utils.cuda_graph) has_exact_vision_stats (bridge.training.utils.flop_utils.GlobalFlopsRuntimeStats property) has_glob() (bridge.models.hf_pretrained.state.SafeTensorsStateSource method) (bridge.models.hf_pretrained.state.StateDict method) (bridge.models.hf_pretrained.state.StateSource method) has_language_model() (bridge.training.utils.pg_utils.DistTrainProcessGroupCollection method) has_model (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM property) (bridge.models.hf_pretrained.masked_lm.PreTrainedMaskedLM property) has_modelopt_state() (in module bridge.training.post_training.checkpointing) has_sound (bridge.models.nemotron_omni.nemotron_omni_provider._NemotronOmniModelProviderBase attribute) HasBool (class in bridge.peft.walk_utils) HAVE_TE (in module bridge.models.gemma.modeling_gemma4) (in module bridge.peft.module_matcher) (in module bridge.peft.utils) Head (class in bridge.diffusion.models.wan.wan_model) head_dim (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) head_wise_attn_gate (bridge.models.stepfun.step35_provider.Step35ModelProvider attribute) heartbeat_interval (bridge.training.config.InProcessRestartConfig attribute) heartbeat_timeout (bridge.training.config.InProcessRestartConfig attribute) hetereogenous_dist_checkpoint (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) heterogeneous_layer_spec() (in module bridge.models.llama_nemotron.llama_nemotron_provider) heterogeneous_layers_config_encoded_json (bridge.models.llama_nemotron.llama_nemotron_provider.LlamaNemotronHeterogeneousProvider attribute) heterogeneous_layers_config_path (bridge.models.llama_nemotron.llama_nemotron_provider.LlamaNemotronHeterogeneousProvider attribute) HeterogeneousTransformerConfig (class in bridge.models.transformer_config) HF_ARCHITECTURE_ALIASES (in module bridge.models.conversion.auto_bridge) HF_BASED_TOKENIZERS (in module bridge.training.model_load_save) hf_config (bridge.models.conversion.model_bridge.MegatronModelBridge attribute) (bridge.models.ernie_vl.ernie45_vl_provider.Ernie45VLModelProvider attribute) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider attribute) (bridge.models.qwen_audio.qwen2_audio_provider.Qwen2AudioModelProvider attribute) hf_config_dict (bridge.models.minimax_m3.minimax_m3_bridge.MiniMaxM3VLModelProvider attribute) hf_config_to_model_config() (bridge.models.conversion.model_bridge.MegatronModelBridge method) hf_config_to_model_config_kwargs() (bridge.models.conversion.model_bridge.MegatronModelBridge method) (bridge.models.llama.llama_bridge.LlamaBridge method) hf_config_to_provider_kwargs() (bridge.models.conversion.model_bridge.MegatronModelBridge method) (bridge.models.kimi.kimi_k3_bridge.KimiK3Bridge method) (bridge.models.llama.llama_bridge.LlamaBridge method) hf_data_files (bridge.data.megatron_mimo.hf_provider.HFMegatronMIMODatasetProvider attribute) hf_dataset (bridge.data.builders.gpt_sft.GPTSFTDatasetConfig attribute) hf_dataset_name (bridge.data.megatron_mimo.hf_provider.HFMegatronMIMODatasetProvider attribute) hf_dataset_path (bridge.data.megatron_mimo.hf_provider.HFMegatronMIMODatasetProvider attribute) hf_dataset_supports_split() (in module bridge.data.sources.hf) hf_distributed_save (bridge.training.config.CheckpointConfig attribute) hf_model_id (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) hf_model_path (bridge.models.kimi_vl.kimi_k25_vl_provider.KimiK25VLModelProvider attribute) (bridge.recipes.qwen_vl.qwen25_vl_dataset.MockQwen25VLDatasetProvider attribute) hf_model_revision (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) hf_output_root (bridge.data.builders.gpt_sft.GPTSFTDatasetConfig attribute) hf_param_names (bridge.models.conversion.model_bridge.WeightConversionTask property) hf_processor_kwargs (bridge.data.builders.direct_hf_sft.DirectHFSFTDatasetConfig attribute) hf_processor_path (bridge.data.builders.direct_hf_sft.DirectHFSFTDatasetConfig attribute) (bridge.data.builders.energon.HFEnergonTaskEncoderConfig attribute) (bridge.data.builders.energon.NemotronOmniEnergonTaskEncoderConfig attribute) (bridge.data.builders.energon.QwenVLEnergonTaskEncoderConfig attribute) (bridge.data.builders.mock_vlm_sft.MockVLMSFTDatasetConfig attribute) hf_processor_revision (bridge.data.builders.energon.HFEnergonTaskEncoderConfig attribute) (bridge.data.builders.energon.QwenVLEnergonTaskEncoderConfig attribute) hf_rewrite (bridge.data.builders.gpt_sft.GPTSFTDatasetConfig attribute) hf_save_every_n_ranks (bridge.training.config.CheckpointConfig attribute) hf_source_path (bridge.training.config.CheckpointConfig attribute) hf_test_dataset (bridge.data.builders.gpt_sft.GPTSFTDatasetConfig attribute) hf_text_config (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider attribute) (bridge.models.exaone.exaone45.modelling_exaone45.transformer_config.Exaone45TransformerConfig attribute) (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_config.Qwen3VLTransformerConfig attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) hf_to_megatron() (bridge.models.conversion.model_bridge._HFNameSuffixMapping method) (bridge.models.conversion.param_mapping.AutoMapping method) (bridge.models.conversion.param_mapping.ChunkedMapping method) (bridge.models.conversion.param_mapping.ColumnParallelMapping method) (bridge.models.conversion.param_mapping.ConcatenatedQKVMapping method) (bridge.models.conversion.param_mapping.DirectMapping method) (bridge.models.conversion.param_mapping.FusedExpertMapping method) (bridge.models.conversion.param_mapping.FusedGatedExpertMapping method) (bridge.models.conversion.param_mapping.GatedMLPMapping method) (bridge.models.conversion.param_mapping.GDNLinearMapping method) (bridge.models.conversion.param_mapping.GDNLinearMappingSeparate method) (bridge.models.conversion.param_mapping.KVMapping method) (bridge.models.conversion.param_mapping.MambaInProjMapping method) (bridge.models.conversion.param_mapping.MegatronParamMapping method) (bridge.models.conversion.param_mapping.QKVGMapping method) (bridge.models.conversion.param_mapping.QKVMapping method) (bridge.models.conversion.param_mapping.ReplicatedMapping method) (bridge.models.conversion.param_mapping.RMSNorm2ZeroCenteredRMSNormMapping method) (bridge.models.conversion.param_mapping.RowParallelMapping method) (bridge.models.conversion.quant_mapping.MoeAmaxFanoutMapping method) (bridge.models.deepseek.deepseek_v4_bridge._HCAlphaMapping method) (bridge.models.deepseek.deepseek_v4_bridge._HCAlphaSecondaryMapping method) (bridge.models.ernie.ernie_45_bridge._SqueezeBiasMapping method) (bridge.models.ernie_vl.ernie45_vl_bridge._ConcatBiasMapping method) (bridge.models.gpt_oss.gpt_oss_bridge.GPTOSSMLPDownProjMapping method) (bridge.models.gpt_oss.gpt_oss_bridge.GPTOSSMLPGateUpProjMapping method) (bridge.models.mimo_v2_flash.mimo_v2_flash_bridge.MiMoV2FlashQKVMapping method) (bridge.models.minimax_m2.minimax_m2_bridge._FullDimQKNormMapping method) (bridge.models.nemotronh.nemotron_h_bridge._MTPFlatteningMapping method) (bridge.models.nemotronh.nemotron_h_bridge._MTPFlatteningQKVMapping method) (bridge.models.stepfun.step35_bridge.StackedExpertAutoMapping method) (bridge.models.stepfun.step35_bridge.StackedExpertGatedMLPMapping method) hf_to_megatron_activation() (bridge.models.conversion.model_bridge.MegatronModelBridge class method) (bridge.models.kimi.kimi_k3_bridge.KimiK3Bridge class method) (bridge.models.minimax_m3.minimax_m3_bridge.MiniMaxM3Bridge class method) hf_to_megatron_lookup() (bridge.models.conversion.mapping_registry.MegatronMappingRegistry method) hf_tokenizer_kwargs (bridge.training.tokenizers.config.TokenizerConfig attribute) hf_tokenizer_path (bridge.data.megatron_mimo.hf_provider.HFMegatronMIMODatasetProvider attribute) hf_trust_remote_code (bridge.training.config.CheckpointConfig attribute) hf_validation_dataset (bridge.data.builders.gpt_sft.GPTSFTDatasetConfig attribute) hf_validation_proportion (bridge.data.builders.gpt_sft.GPTSFTDatasetConfig attribute) HF_WEIGHTS_SUBDIR (in module bridge.training.checkpointing) HFDatasetAdapter (in module bridge.data.sources.hf_adapters) HFDatasetSourceConfig (class in bridge.data.sources.hf) HFEnergonBatch (class in bridge.data.energon.hf_task_encoder) HFEnergonSample (class in bridge.data.energon.hf_task_encoder) HFEnergonTaskEncoderConfig (class in bridge.data.builders.energon) HFExportHook (in module bridge.models.conversion.modelopt_utils) HFMegatronMIMODatasetProvider (class in bridge.data.megatron_mimo.hf_provider) HFPreTrained (in module bridge.models.conversion.model_bridge) (in module bridge.models.conversion.quant_bridge) HFTaskEncoder (class in bridge.data.energon.hf_task_encoder) HFWeightTuple (class in bridge.models.conversion.model_bridge) hidden_dropout (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider attribute) (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.gemma.gemma2_provider.Gemma2ModelProvider attribute) (bridge.models.gemma.gemma3_provider.Gemma3ModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.gemma.gemma_provider.GemmaModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) (bridge.models.llama_nemotron.llama_nemotron_provider.LlamaNemotronHeterogeneousProvider attribute) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider attribute) (bridge.models.mistral.mistral_provider.MistralModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.qwen3_asr.qwen3_asr_provider.Qwen3ASRModelProvider attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) hidden_size (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) (bridge.models.gemma_vl.modeling_gemma3_vl.Gemma3VLMultimodalProjectorConfig attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.mistral.mistral_provider.MistralModelProvider attribute) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) hidden_states (bridge.models.bailing.modeling_bailing_moe_v2.MoEV2CausalLMOutputWithPast attribute) hide_adapters() (in module bridge.peft.multi_lora_layers) hierarchical_context_parallel_sizes (bridge.models.model_provider.ModelParallelKwargs attribute) hook_hf_module_setattr_for_tp_grad_sync() (in module bridge.utils.common_utils) hybrid_attention_pattern (bridge.models.mimo_v2_flash.mimo_v2_flash_provider.MiMoV2FlashModelProvider attribute) hybrid_attention_ratio (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) HYBRID_EP_ENV_NAMES (in module bridge.perf_recipes.environment) hybrid_layer_pattern (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) hybrid_mlp_ratio (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) hybrid_override_pattern (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) hybrid_stack_spec (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) HybridModelBuilder (class in bridge.models.hybrid.hybrid_builder) HybridModelConfig (class in bridge.models.hybrid.hybrid_builder) HybridModelProvider (class in bridge.models.hybrid.hybrid_provider) hysteresis (bridge.training.mixed_precision.MixedPrecisionConfig attribute) HYV3Bridge (class in bridge.models.hy_v3.hy_v3_bridge) I ignore_index (bridge.models.kimi_vl.kimi_k25_vl_provider.KimiK25VLModelProvider attribute) IGNORE_INDEX (in module bridge.data.datasets.utils) (in module bridge.data.energon.task_encoder_utils) image_end_token (bridge.models.stepfun.data.flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) IMAGE_END_TOKEN (in module bridge.models.stepfun.data.flickr8k.template) image_end_token_id (bridge.models.ernie_vl.ernie45_vl_provider.Ernie45VLModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) image_features (bridge.models.stepfun.modelling_step37.image_insert_embedding.ImageForInsert attribute) image_grid_thw (bridge.training.utils.visual_inputs.GenericVisualInputs attribute) image_H (bridge.diffusion.data.flux.flux_energon_datamodule.FluxDatasetConfig attribute) (bridge.diffusion.data.flux.flux_mock_datamodule.FluxMockDataModuleConfig attribute) IMAGE_ITEM_TYPE (in module bridge.models.stepfun.data.flickr8k.multimodal_utils) image_path (bridge.models.stepfun.data.flickr8k.flickr8k_loader.Flickr8kSample attribute) image_placeholder (bridge.models.stepfun.data.flickr8k.template.Step37MultimodalTemplate attribute) IMAGE_PLACEHOLDER (in module bridge.models.stepfun.data.flickr8k.template) image_position_ids (bridge.training.utils.visual_inputs.GenericVisualInputs attribute) image_precached (bridge.diffusion.data.flux.flux_mock_datamodule.FluxMockDataModuleConfig attribute) image_processor (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM property) (bridge.models.hf_pretrained.token_classification.PreTrainedTokenClassification property) image_size (bridge.data.builders.mock_vlm_sft.MockVLMSFTDatasetConfig attribute) (bridge.diffusion.data.common.diffusion_sample.DiffusionSample attribute) (bridge.models.gemma_vl.modeling_gemma3_vl.Gemma3VLMultimodalProjectorConfig attribute) (bridge.models.stepfun.data.flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) (bridge.recipes.qwen_vl.qwen25_vl_dataset.MockQwen25VLDatasetProvider attribute) image_sizes (bridge.training.utils.visual_inputs.GenericVisualInputs attribute) image_special_token_id (bridge.models.megatron_mimo.llava_provider.LlavaMegatronMIMOProvider attribute) image_start_token (bridge.models.stepfun.data.flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) IMAGE_START_TOKEN (in module bridge.models.stepfun.data.flickr8k.template) image_start_token_id (bridge.models.ernie_vl.ernie45_vl_provider.Ernie45VLModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) image_tag_type (bridge.training.tokenizers.config.TokenizerConfig attribute) image_token (bridge.models.stepfun.data.flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) IMAGE_TOKEN (in module bridge.models.stepfun.data.flickr8k.template) image_token_count (bridge.models.stepfun.data.flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) IMAGE_TOKEN_COUNT (in module bridge.models.stepfun.data.flickr8k.template) image_token_id (bridge.models.ernie_vl.ernie45_vl_provider.Ernie45VLModelProvider attribute) (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider attribute) (bridge.models.exaone.exaone45.modelling_exaone45.transformer_config.Exaone45TransformerConfig attribute) (bridge.models.gemma_vl.gemma3_vl_provider.Gemma3VLModelProvider attribute) (bridge.models.gemma_vl.gemma4_vl_provider.Gemma4DenseVLProvider attribute) (bridge.models.gemma_vl.gemma4_vl_provider.Gemma4VLModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.kimi_vl.kimi_k25_vl_provider.KimiK25VLModelProvider attribute) (bridge.models.minimax_m3.minimax_m3_bridge.MiniMaxM3VLModelProvider attribute) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider attribute) (bridge.models.qwen_omni.modeling_qwen25_omni.transformer_config.Qwen25OmniTransformerConfig attribute) (bridge.models.qwen_omni.modeling_qwen3_omni.transformer_config.Qwen3OmniTransformerConfig attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_config.Qwen3VLTransformerConfig attribute) (bridge.models.qwen_vl.qwen25_vl_provider.Qwen25VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) (bridge.models.stepfun.modelling_step37.transformer_config.Step37TransformerConfig attribute) (bridge.models.stepfun.step37_provider.Step37ModelProvider attribute) image_token_index (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) image_W (bridge.diffusion.data.flux.flux_energon_datamodule.FluxDatasetConfig attribute) (bridge.diffusion.data.flux.flux_mock_datamodule.FluxMockDataModuleConfig attribute) ImageForInsert (class in bridge.models.stepfun.modelling_step37.image_insert_embedding) ImageInsertEmbedding (class in bridge.models.stepfun.modelling_step37.image_insert_embedding) images (bridge.data.conversation_processing.NormalizedVLMSample attribute) (bridge.models.stepfun.modelling_step37.image_insert_embedding.ImageForInsert attribute) img_end_token_id (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) img_start_token_id (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) (bridge.models.stepfun.data.flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) imgs (bridge.data.energon.task_encoder_utils.ChatMLSample attribute) imgs_sizes (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskBatch attribute) impl() (bridge.models.decorators.dispatch._Dispatch method) import_ckpt() (bridge.models.conversion.auto_bridge.AutoBridge class method) (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge method) import_hf_to_megatron_mimo() (in module bridge.models.megatron_mimo.conversion.orchestrator) in_batch_packing_pad_to_multiple_of (bridge.data.builders.direct_hf_sft.DirectHFSFTDatasetConfig attribute) (bridge.data.builders.energon.EnergonDatasetConfig attribute) (bridge.data.builders.gpt_sft.GPTSFTDatasetConfig attribute) (bridge.data.builders.mock_vlm_sft.MockVLMSFTDatasetConfig attribute) in_channels (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) (bridge.models.ernie_vl.modeling_ernie45_vl.vision_transformer_config.ErnieVisionTransformerConfig attribute) (bridge.models.exaone.exaone45.modelling_exaone45.transformer_config.Exaone45TransformerConfig attribute) (bridge.models.qwen_omni.modeling_qwen25_omni.transformer_config.Qwen25OmniTransformerConfig attribute) (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_config.Qwen3VLTransformerConfig attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) in_features (bridge.peft.utils.AdapterAttributes attribute) include_end_tokens_for_roles (bridge.data.conversation_processing.AssistantMaskBoundaryConfig attribute) include_start_tokens_for_roles (bridge.data.conversation_processing.AssistantMaskBoundaryConfig attribute) index_for_timestep() (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.FlowMatchEulerDiscreteScheduler method) index_head_dim (bridge.models.minimax_m3.minimax_m3_bridge.MiniMaxM3VLModelProvider attribute) index_n_heads (bridge.models.minimax_m3.minimax_m3_bridge.MiniMaxM3VLModelProvider attribute) infer_assistant_mask_boundary_config() (in module bridge.data.conversation_processing) infer_rank_pattern_from_adapter_weights() (in module bridge.models.conversion.peft_bridge) infer_target_modules_from_adapter_weights() (in module bridge.models.conversion.peft_bridge) inference_expanded_image_token_counts() (in module bridge.models.nemotron_omni.nemotron_omni_utils) inference_merged_sequence_length() (in module bridge.models.nemotron_omni.nemotron_omni_utils) inference_num_image_tiles() (in module bridge.models.nemotron_omni.nemotron_omni_utils) InferenceLossReturn (in module bridge.training.forward_step_func_types) init_adapter_slot() (bridge.peft.multi_lora_layers.MultiLoRALinear method) (in module bridge.peft.multi_lora_layers) init_checkpointing_context() (in module bridge.training.checkpointing) init_method_const() (in module bridge.peft.utils) init_method_kaiming_uniform() (in module bridge.peft.utils) init_method_normal() (in module bridge.peft.utils) init_method_std (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.llama_nemotron.llama_nemotron_provider.LlamaNemotronHeterogeneousProvider attribute) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider attribute) (bridge.models.mistral.mistral_provider.MistralModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) init_model_with_meta_device (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider attribute) (bridge.models.model_provider.GetModelKwargs attribute) init_rerun_state() (in module bridge.training.initialize) init_training_step (bridge.training.config.TensorInspectConfig attribute) init_weight_magnitude() (bridge.peft.dora_layers.ParallelLinearDoRAAdapter method) initial_loss_scale (bridge.training.mixed_precision.MixedPrecisionConfig attribute) initial_rank_heartbeat_timeout (bridge.recipes.run_plugins.FaultTolerancePlugin attribute) initialize() (bridge.training.nvrx_straggler.NVRxStragglerDetectionManager method) initialize_async_checkpoint_worker() (bridge.training.state.GlobalState method) initialize_megatron() (in module bridge.training.initialize) initialize_model_parallel() (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider method) (bridge.models.model_provider.ModelProviderMixin method) initialize_pytorch_profiler() (in module bridge.training.profiling) initialize_tensor_inspect_pre_model_initialization() (in module bridge.training.tensor_inspect) inprocess_restart (bridge.training.config.ConfigContainer attribute) inprocess_restart() (in module bridge.training.inprocess_restart) InProcessRestartConfig (class in bridge.training.config) input_amax (bridge.models.conversion.modelopt_utils._Nvfp4InputQuantizerView attribute) (bridge.models.conversion.modelopt_utils.QuantMeta attribute) input_features (bridge.training.utils.visual_inputs.Qwen2AudioInputs attribute) input_ids (bridge.data.collators.sft._TokenizedTextSFTRow attribute) (bridge.data.conversation_processing.TokenizedConversation attribute) (bridge.data.energon.hf_task_encoder.HFEnergonBatch attribute) (bridge.data.sft_processing.TokenizedPromptCompletion attribute) (bridge.models.qwen_vl.data.energon.QwenVLTaskBatch attribute) input_is_parallel (bridge.peft.utils.AdapterAttributes attribute) input_size (bridge.models.gemma_vl.modeling_gemma3_vl.Gemma3VLMultimodalProjectorConfig attribute) insert_features() (bridge.models.stepfun.modelling_step37.image_insert_embedding.ImageInsertEmbedding static method) insert_start_token (bridge.models.stepfun.modelling_step37.image_insert_embedding.ImageForInsert attribute) install_mlflow_failure_hook() (in module bridge.training.utils.mlflow_utils) install_moe_slot_routing() (in module bridge.peft.multi_lora_layers) install_pg_collection() (in module bridge.training.eval_context_parallel_rebinding) interleaved_attn_pattern (bridge.models.gemma.gemma3_provider.Gemma3ModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) inv_freq (bridge.diffusion.models.common.nemotron_labs_diffusion_attention.Ministral3RotaryEmbedding attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerTextRotaryEmbedding attribute) inverse_idx (bridge.peft.multi_lora_layers.ExpertSlotRouting attribute) is_adapter (bridge.models.conversion.param_mapping.MegatronParamMapping property) is_async_chkpt_enabled (bridge.training.state.FaultToleranceState attribute) is_calculating_timeouts (bridge.training.state.FaultToleranceState attribute) is_checkpoint_iteration_directory() (in module bridge.training.utils.checkpoint_utils) is_current_rank_in_grid() (in module bridge.training.megatron_mimo_parallel_utils) is_dataset_built_on_rank() (in module bridge.data.utils) is_empty_async_queue() (in module bridge.training.checkpointing) is_enabled (bridge.models.conversion.modelopt_utils._Nvfp4InputQuantizerView attribute) is_expert (bridge.models.conversion.modelopt_utils._LocalExpertMappingMixin property) (bridge.models.conversion.param_mapping.MegatronParamMapping property) (bridge.models.conversion.quant_mapping.MoeAmaxFanoutMapping property) is_expert_linear() (in module bridge.peft.utils) is_float8_e8m0_dtype() (in module bridge.models.conversion.quantization_utils) is_fp8_tensor() (in module bridge.models.conversion.quantization_utils) is_full_iteration_cuda_graph() (in module bridge.utils.cuda_graph) is_grouped_expert_linear() (in module bridge.peft.utils) is_grouped_export (bridge.models.conversion.modelopt_utils._ModelOptFusedExpertMapping attribute) (bridge.models.conversion.modelopt_utils._ModelOptFusedGatedExpertMapping attribute) (bridge.models.conversion.param_mapping._LooseGatedMLPMapping attribute) (bridge.models.conversion.param_mapping.FusedExpertMapping attribute) (bridge.models.conversion.param_mapping.FusedGatedExpertMapping attribute) (bridge.models.gpt_oss.gpt_oss_bridge.GPTOSSMLPDownProjMapping attribute) (bridge.models.gpt_oss.gpt_oss_bridge.GPTOSSMLPGateUpProjMapping attribute) (bridge.models.stepfun.step35_bridge.StackedExpertAutoMapping attribute) (bridge.models.stepfun.step35_bridge.StackedExpertGatedMLPMapping attribute) is_gtp_remat_active() (in module bridge.training.gtp) is_hf_checkpoint_dir() (in module bridge.training.utils.checkpoint_utils) is_hybrid_model (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) is_last_rank() (in module bridge.utils.common_utils) is_modelopt_dynamic_module() (in module bridge.models.conversion.utils) is_modelopt_linear() (in module bridge.peft.utils) is_modelopt_pre_ep_export (bridge.models.conversion.modelopt_utils._ModelOptFusedExpertMapping attribute) (bridge.models.conversion.modelopt_utils._ModelOptFusedGatedExpertMapping attribute) is_modelopt_quantizable_weight_name() (in module bridge.models.conversion.modelopt_utils) is_mxfp4_e2m1_scale_geometry() (in module bridge.models.conversion.quantization_utils) is_packed_parquet_file() (in module bridge.data.packing.paths) is_packed_parquet_spec() (in module bridge.data.packing.paths) is_persistent_chkpt_loaded (bridge.training.state.FaultToleranceState attribute) is_pp_first_stage() (in module bridge.models.megatron_mimo.megatron_mimo_builder) is_pp_last_stage() (in module bridge.models.megatron_mimo.megatron_mimo_builder) is_rank_in_pg() (in module bridge.training.initialize) is_safe_public_http_url() (in module bridge.utils.safe_url) is_safe_repo() (in module bridge.models.hf_pretrained.utils) is_setup_section_open (bridge.training.state.FaultToleranceState attribute) is_text_only_chat_example() (in module bridge.data.conversation_processing) is_text_only_prompt_completion_example() (in module bridge.data.sft_processing) is_torch_min_version() (in module bridge.utils.import_utils) is_transformers_min_version() (in module bridge.models.glm_vl.modeling_glm_45v) (in module bridge.models.qwen_vl.modeling_qwen25_vl) is_unavailable() (in module bridge.utils.import_utils) is_vision_language (bridge.models.gemma.gemma3_provider.Gemma3ModelProvider attribute) (bridge.models.gemma_vl.gemma3_vl_provider.Gemma3VLModelProvider attribute) iter_finalized() (bridge.models.conversion.model_bridge.HFWeightTuple method) J join_paths() (in module bridge.training.utils.checkpoint_utils) JointSelfAttention (class in bridge.diffusion.models.flux.flux_attention) JointSelfAttentionSubmodules (class in bridge.diffusion.models.flux.flux_attention) json2token() (in module bridge.data.token_utils) K k_layernorm (bridge.diffusion.models.common.dit_attention.DiTCrossAttentionSubmodules attribute) (bridge.diffusion.models.flux.flux_attention.JointSelfAttentionSubmodules attribute) kd_config (bridge.models.distillation_provider.DistillationProvider attribute) kda() (in module bridge.models.kimi.kimi_k3_ops) keep_mtp_spec_in_bf16 (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) key_multiplier (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) key_to_filename_map (bridge.models.hf_pretrained.state.SafeTensorsStateSource property) keys() (bridge.models.hf_pretrained.state.StateDict method) KIMI_ASSISTANT_END (in module bridge.models.kimi_vl.data.collate_fn) KIMI_ASSISTANT_START (in module bridge.models.kimi_vl.data.collate_fn) kimi_attn_res_block_size (bridge.models.kimi.kimi_k3_provider.KimiK3ModelProvider attribute) kimi_k25_vl_collate_fn() (in module bridge.models.kimi_vl.data.collate_fn) kimi_k25_vl_sft_512gpu_h100_bf16_config() (in module bridge.recipes.kimi_vl.h100.kimi_k25_vl) kimi_k2_pretrain_1024gpu_h100_bf16_config() (in module bridge.perf_recipes.kimi.h100.kimi_k2) kimi_k2_pretrain_1024gpu_h100_fp8cs_config() (in module bridge.perf_recipes.kimi.h100.kimi_k2) kimi_k2_pretrain_1024gpu_h100_fp8sc_config() (in module bridge.perf_recipes.kimi.h100.kimi_k2) kimi_k2_pretrain_256gpu_b200_bf16_config() (in module bridge.perf_recipes.kimi.b200.kimi_k2) kimi_k2_pretrain_256gpu_b200_fp8cs_config() (in module bridge.perf_recipes.kimi.b200.kimi_k2) kimi_k2_pretrain_256gpu_b200_fp8mx_config() (in module bridge.perf_recipes.kimi.b200.kimi_k2) kimi_k2_pretrain_256gpu_b300_bf16_config() (in module bridge.perf_recipes.kimi.b300.kimi_k2) kimi_k2_pretrain_256gpu_b300_fp8cs_config() (in module bridge.perf_recipes.kimi.b300.kimi_k2) kimi_k2_pretrain_256gpu_b300_fp8mx_config() (in module bridge.perf_recipes.kimi.b300.kimi_k2) kimi_k2_pretrain_256gpu_gb200_bf16_config() (in module bridge.perf_recipes.kimi.gb200.kimi_k2) kimi_k2_pretrain_256gpu_gb200_fp8cs_config() (in module bridge.perf_recipes.kimi.gb200.kimi_k2) kimi_k2_pretrain_256gpu_gb200_fp8mx_config() (in module bridge.perf_recipes.kimi.gb200.kimi_k2) kimi_k2_pretrain_256gpu_gb300_bf16_config() (in module bridge.perf_recipes.kimi.gb300.kimi_k2) kimi_k2_pretrain_256gpu_gb300_fp8cs_config() (in module bridge.perf_recipes.kimi.gb300.kimi_k2) kimi_k2_pretrain_256gpu_gb300_fp8mx_config() (in module bridge.perf_recipes.kimi.gb300.kimi_k2) kimi_k2_pretrain_256gpu_gb300_nvfp4_config() (in module bridge.perf_recipes.kimi.gb300.kimi_k2) kimi_k2_pretrain_256gpu_vr200_bf16_config() (in module bridge.perf_recipes.kimi.vr200.kimi_k2) kimi_k2_pretrain_256gpu_vr200_fp8mx_config() (in module bridge.perf_recipes.kimi.vr200.kimi_k2) kimi_k2_pretrain_512gpu_h100_bf16_config() (in module bridge.recipes.kimi.h100.kimi_k2) kimi_kda_gate_lower_bound (bridge.models.kimi.kimi_k3_provider.KimiK3ModelProvider attribute) kimi_kda_layers (bridge.models.kimi.kimi_k3_provider.KimiK3ModelProvider attribute) kimi_linear_conv_kernel_size (bridge.models.kimi.kimi_k3_provider.KimiK3ModelProvider attribute) kimi_linear_head_dim (bridge.models.kimi.kimi_k3_provider.KimiK3ModelProvider attribute) kimi_linear_num_heads (bridge.models.kimi.kimi_k3_provider.KimiK3ModelProvider attribute) KIMI_THINK_CLOSE (in module bridge.models.kimi_vl.data.collate_fn) KIMI_THINK_OPEN (in module bridge.models.kimi_vl.data.collate_fn) KimiK25VLBridge (class in bridge.models.kimi_vl.kimi_k25_vl_bridge) KimiK25VLModel (class in bridge.models.kimi_vl.modeling_kimi_k25_vl) KimiK25VLModelProvider (class in bridge.models.kimi_vl.kimi_k25_vl_provider) KimiK2Bridge (class in bridge.models.kimi.kimi_bridge) KimiK3Attention (class in bridge.models.kimi.kimi_k3_layers) KimiK3Bridge (class in bridge.models.kimi.kimi_k3_bridge) KimiK3ModelProvider (class in bridge.models.kimi.kimi_k3_provider) KimiK3MoELayer (class in bridge.models.kimi.kimi_k3_layers) KimiK3ShortConvolution (class in bridge.models.kimi.kimi_k3_layers) KimiK3TransformerLayer (class in bridge.models.kimi.kimi_k3_layers) KimiRMSNorm (class in bridge.models.kimi.kimi_k3_ops) kv_channels (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.gemma.gemma2_provider.Gemma2ModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.gemma.gemma_provider.GemmaModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider attribute) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) kv_lora_rank (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) KVMapping (class in bridge.models.conversion.param_mapping) L labels (bridge.data.energon.hf_task_encoder.HFEnergonBatch attribute) (bridge.models.qwen_vl.data.energon.QwenVLTaskBatch attribute) language_config (bridge.models.megatron_mimo.llava_provider.LlavaMegatronMIMOProvider attribute) language_max_sequence_length (bridge.models.exaone.exaone45.modelling_exaone45.transformer_config.Exaone45TransformerConfig attribute) (bridge.models.qwen3_asr.modeling_qwen3_asr.transformer_config.Qwen3ASRTransformerConfig attribute) (bridge.models.qwen3_asr.qwen3_asr_provider.Qwen3ASRModelProvider attribute) (bridge.models.qwen_omni.modeling_qwen25_omni.transformer_config.Qwen25OmniTransformerConfig attribute) (bridge.models.qwen_omni.modeling_qwen3_omni.transformer_config.Qwen3OmniTransformerConfig attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_config.Qwen3VLTransformerConfig attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) (bridge.models.stepfun.modelling_step37.transformer_config.Step37TransformerConfig attribute) (bridge.models.stepfun.step37_provider.Step37ModelProvider attribute) language_model_spec (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider attribute) language_model_type (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) language_world_size (bridge.models.qwen_vl.qwen3_vl_provider.DistTrainConfig attribute) last_call_wait (bridge.training.config.InProcessRestartConfig attribute) latent_channels (bridge.diffusion.data.flux.flux_energon_datamodule.FluxDataModuleConfig attribute) (bridge.diffusion.data.flux.flux_energon_datamodule.FluxDatasetConfig attribute) latent_shape (bridge.diffusion.data.common.diffusion_sample.DiffusionSample attribute) latents (bridge.diffusion.common.flow_matching.adapters.base.FlowMatchingContext attribute) LATEST_REMINDER_TOKEN (in module bridge.models.deepseek.data.encoding_v4) layer_types (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.stepfun.step35_provider.Step35ModelProvider attribute) layernorm_across_heads (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) layernorm_epsilon (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.gemma.gemma2_provider.Gemma2ModelProvider attribute) (bridge.models.gemma.gemma3_provider.Gemma3ModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.gemma.gemma_provider.GemmaModelProvider attribute) (bridge.models.gemma_vl.modeling_gemma3_vl.Gemma3VLMultimodalProjectorConfig attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider attribute) (bridge.models.mistral.mistral_provider.MistralModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) layernorm_zero_centered_gamma (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) (bridge.models.gemma.gemma2_provider.Gemma2ModelProvider attribute) (bridge.models.gemma.gemma3_provider.Gemma3ModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.gemma.gemma_provider.GemmaModelProvider attribute) (bridge.models.gemma_vl.modeling_gemma3_vl.Gemma3VLMultimodalProjectorConfig attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) lazy_init (bridge.training.config.DistributedInitConfig property) lightning_indexer_layers (bridge.models.minimax_m3.minimax_m3_bridge.MiniMaxM3VLModelProvider attribute) linear_attention_freq (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) linear_conv_kernel_dim (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) linear_fc1 (bridge.models.exaone.exaone45.modelling_exaone45.utils.PatchMergerSubmodules attribute) (bridge.models.qwen_vl.modelling_qwen3_vl.utils.PatchMergerSubmodules attribute) linear_fc2 (bridge.models.exaone.exaone45.modelling_exaone45.utils.PatchMergerSubmodules attribute) (bridge.models.qwen_vl.modelling_qwen3_vl.utils.PatchMergerSubmodules attribute) linear_in_task (bridge.models.conversion.peft_bridge.AdapterWeightConversionTask attribute) linear_in_weight (bridge.models.conversion.peft_bridge.AdapterWeight attribute) linear_key_head_dim (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) linear_kv (bridge.diffusion.models.common.dit_attention.DiTCrossAttentionSubmodules attribute) linear_num_key_heads (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) linear_num_value_heads (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) linear_out_task (bridge.models.conversion.peft_bridge.AdapterWeightConversionTask attribute) linear_out_weight (bridge.models.conversion.peft_bridge.AdapterWeight attribute) linear_proj (bridge.diffusion.models.common.dit_attention.DiTCrossAttentionSubmodules attribute) (bridge.diffusion.models.flux.flux_attention.JointSelfAttentionSubmodules attribute) linear_q (bridge.diffusion.models.common.dit_attention.DiTCrossAttentionSubmodules attribute) linear_qkv (bridge.diffusion.models.flux.flux_attention.JointSelfAttentionSubmodules attribute) linear_value_head_dim (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) LinearAdapter (class in bridge.peft.lora_layers) LinearForLastLayer (class in bridge.models.common.heads) LinearInterpolationSchedule (class in bridge.diffusion.common.flow_matching.flow_matching_pipeline) list_callbacks() (bridge.training.callbacks.CallbackManager method) list_supported_models() (bridge.models.conversion.auto_bridge.AutoBridge class method) LLaDA15Bridge (class in bridge.diffusion.conversion.llada15.llada15_bridge) LLaDA15ModelProvider (class in bridge.diffusion.models.llada15.llada15_provider) LLaDA15TEDotProductAttention (class in bridge.diffusion.models.llada15.llada15_attention) llama2_7b_pretrain_2gpu_h100_bf16_config() (in module bridge.recipes.llama.h100.llama2) llama31_405b_peft_32gpu_h100_bf16_config() (in module bridge.recipes.llama.h100.llama3) llama31_405b_pretrain_1024gpu_h100_bf16_config() (in module bridge.perf_recipes.llama.h100.llama31) llama31_405b_pretrain_1024gpu_h100_fp8cs_config() (in module bridge.perf_recipes.llama.h100.llama31) llama31_405b_pretrain_128gpu_b200_bf16_config() (in module bridge.perf_recipes.llama.b200.llama31) llama31_405b_pretrain_128gpu_b200_fp8cs_config() (in module bridge.perf_recipes.llama.b200.llama31) llama31_405b_pretrain_128gpu_b200_fp8mx_config() (in module bridge.perf_recipes.llama.b200.llama31) llama31_405b_pretrain_128gpu_b200_nvfp4_config() (in module bridge.perf_recipes.llama.b200.llama31) llama31_405b_pretrain_128gpu_b300_bf16_config() (in module bridge.perf_recipes.llama.b300.llama31) llama31_405b_pretrain_128gpu_b300_fp8cs_config() (in module bridge.perf_recipes.llama.b300.llama31) llama31_405b_pretrain_128gpu_b300_fp8mx_config() (in module bridge.perf_recipes.llama.b300.llama31) llama31_405b_pretrain_128gpu_b300_nvfp4_config() (in module bridge.perf_recipes.llama.b300.llama31) llama31_405b_pretrain_128gpu_gb200_bf16_config() (in module bridge.perf_recipes.llama.gb200.llama31) llama31_405b_pretrain_128gpu_gb200_fp8cs_config() (in module bridge.perf_recipes.llama.gb200.llama31) llama31_405b_pretrain_128gpu_gb200_fp8mx_config() (in module bridge.perf_recipes.llama.gb200.llama31) llama31_405b_pretrain_128gpu_gb200_nvfp4_config() (in module bridge.perf_recipes.llama.gb200.llama31) llama31_405b_pretrain_128gpu_gb300_bf16_config() (in module bridge.perf_recipes.llama.gb300.llama31) llama31_405b_pretrain_128gpu_gb300_fp8cs_config() (in module bridge.perf_recipes.llama.gb300.llama31) llama31_405b_pretrain_128gpu_gb300_fp8mx_config() (in module bridge.perf_recipes.llama.gb300.llama31) llama31_405b_pretrain_128gpu_gb300_nvfp4_config() (in module bridge.perf_recipes.llama.gb300.llama31) llama31_405b_pretrain_256gpu_b200_bf16_config (in module bridge.perf_recipes.llama.b200.llama31) llama31_405b_pretrain_256gpu_b200_fp8cs_config (in module bridge.perf_recipes.llama.b200.llama31) llama31_405b_pretrain_256gpu_b200_fp8mx_config (in module bridge.perf_recipes.llama.b200.llama31) llama31_405b_pretrain_256gpu_b200_nvfp4_config() (in module bridge.perf_recipes.llama.b200.llama31) llama31_405b_pretrain_256gpu_b300_bf16_config() (in module bridge.perf_recipes.llama.b300.llama31) llama31_405b_pretrain_256gpu_b300_fp8cs_config (in module bridge.perf_recipes.llama.b300.llama31) llama31_405b_pretrain_256gpu_b300_fp8mx_config (in module bridge.perf_recipes.llama.b300.llama31) llama31_405b_pretrain_256gpu_b300_nvfp4_config (in module bridge.perf_recipes.llama.b300.llama31) llama31_405b_pretrain_256gpu_gb200_bf16_config() (in module bridge.perf_recipes.llama.gb200.llama31) llama31_405b_pretrain_256gpu_gb200_fp8cs_config() (in module bridge.perf_recipes.llama.gb200.llama31) llama31_405b_pretrain_256gpu_gb200_fp8mx_config() (in module bridge.perf_recipes.llama.gb200.llama31) llama31_405b_pretrain_256gpu_gb200_nvfp4_config() (in module bridge.perf_recipes.llama.gb200.llama31) llama31_405b_pretrain_256gpu_gb300_bf16_config() (in module bridge.perf_recipes.llama.gb300.llama31) llama31_405b_pretrain_256gpu_gb300_fp8cs_config() (in module bridge.perf_recipes.llama.gb300.llama31) llama31_405b_pretrain_256gpu_gb300_fp8mx_config() (in module bridge.perf_recipes.llama.gb300.llama31) llama31_405b_pretrain_256gpu_gb300_nvfp4_config() (in module bridge.perf_recipes.llama.gb300.llama31) llama31_405b_pretrain_256gpu_h100_bf16_config() (in module bridge.recipes.llama.h100.llama3) llama31_405b_pretrain_256gpu_h100_bf16_deterministic_config() (in module bridge.recipes.llama.h100.llama3) llama31_405b_pretrain_256gpu_vr200_bf16_config() (in module bridge.perf_recipes.llama.vr200.llama31) llama31_405b_pretrain_256gpu_vr200_fp8mx_config() (in module bridge.perf_recipes.llama.vr200.llama31) llama31_405b_pretrain_256gpu_vr200_nvfp4_config() (in module bridge.perf_recipes.llama.vr200.llama31) llama31_405b_pretrain_512gpu_h100_bf16_config() (in module bridge.perf_recipes.llama.h100.llama31) llama31_405b_pretrain_512gpu_h100_fp8cs_config() (in module bridge.perf_recipes.llama.h100.llama31) llama31_405b_sft_128gpu_h100_bf16_config() (in module bridge.recipes.llama.h100.llama3) llama31_70b_peft_8gpu_h100_bf16_config() (in module bridge.recipes.llama.h100.llama3) llama31_70b_pretrain_32gpu_h100_bf16_config() (in module bridge.recipes.llama.h100.llama3) llama31_70b_sft_32gpu_h100_bf16_config() (in module bridge.recipes.llama.h100.llama3) llama31_8b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.llama.h100.llama3) llama31_8b_pretrain_2gpu_h100_bf16_config() (in module bridge.recipes.llama.h100.llama3) llama31_8b_sft_2gpu_h100_bf16_config() (in module bridge.recipes.llama.h100.llama3) llama32_1b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.llama.h100.llama3) llama32_1b_pretrain_1gpu_h100_bf16_config() (in module bridge.recipes.llama.h100.llama3) llama32_1b_sft_1gpu_h100_bf16_config() (in module bridge.recipes.llama.h100.llama3) llama32_3b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.llama.h100.llama3) llama32_3b_pretrain_1gpu_h100_bf16_config() (in module bridge.recipes.llama.h100.llama3) llama32_3b_sft_1gpu_h100_bf16_config() (in module bridge.recipes.llama.h100.llama3) llama3_70b_peft_8gpu_b200_bf16_config() (in module bridge.perf_recipes.llama.b200.llama3) llama3_70b_peft_8gpu_b200_fp8cs_config() (in module bridge.perf_recipes.llama.b200.llama3) llama3_70b_peft_8gpu_b200_fp8mx_config() (in module bridge.perf_recipes.llama.b200.llama3) llama3_70b_peft_8gpu_b300_bf16_config() (in module bridge.perf_recipes.llama.b300.llama3) llama3_70b_peft_8gpu_b300_fp8cs_config() (in module bridge.perf_recipes.llama.b300.llama3) llama3_70b_peft_8gpu_b300_fp8mx_config() (in module bridge.perf_recipes.llama.b300.llama3) llama3_70b_peft_8gpu_gb200_bf16_config() (in module bridge.perf_recipes.llama.gb200.llama3) llama3_70b_peft_8gpu_gb200_fp8cs_config() (in module bridge.perf_recipes.llama.gb200.llama3) llama3_70b_peft_8gpu_gb200_fp8mx_config() (in module bridge.perf_recipes.llama.gb200.llama3) llama3_70b_peft_8gpu_gb300_bf16_config() (in module bridge.perf_recipes.llama.gb300.llama3) llama3_70b_peft_8gpu_gb300_fp8cs_config() (in module bridge.perf_recipes.llama.gb300.llama3) llama3_70b_peft_8gpu_gb300_fp8mx_config() (in module bridge.perf_recipes.llama.gb300.llama3) llama3_70b_peft_8gpu_h100_bf16_config() (in module bridge.perf_recipes.llama.h100.llama3) (in module bridge.recipes.llama.h100.llama3) llama3_70b_peft_8gpu_h100_fp8cs_config() (in module bridge.perf_recipes.llama.h100.llama3) llama3_70b_pretrain_256gpu_h100_bf16_64k_config() (in module bridge.recipes.llama.h100.llama3) llama3_70b_pretrain_32gpu_gb200_bf16_config() (in module bridge.perf_recipes.llama.gb200.llama3) llama3_70b_pretrain_32gpu_gb200_fp8cs_config() (in module bridge.perf_recipes.llama.gb200.llama3) llama3_70b_pretrain_32gpu_gb300_bf16_config() (in module bridge.perf_recipes.llama.gb300.llama3) llama3_70b_pretrain_32gpu_gb300_fp8cs_config() (in module bridge.perf_recipes.llama.gb300.llama3) llama3_70b_pretrain_32gpu_h100_bf16_16k_config() (in module bridge.recipes.llama.h100.llama3) llama3_70b_pretrain_32gpu_h100_bf16_config() (in module bridge.recipes.llama.h100.llama3) llama3_70b_pretrain_32gpu_h100_bf16_deterministic_config() (in module bridge.recipes.llama.h100.llama3) llama3_70b_pretrain_64gpu_b200_bf16_config() (in module bridge.perf_recipes.llama.b200.llama3) llama3_70b_pretrain_64gpu_b200_fp8cs_config() (in module bridge.perf_recipes.llama.b200.llama3) llama3_70b_pretrain_64gpu_b200_fp8mx_config() (in module bridge.perf_recipes.llama.b200.llama3) llama3_70b_pretrain_64gpu_b200_nvfp4_config() (in module bridge.perf_recipes.llama.b200.llama3) llama3_70b_pretrain_64gpu_b300_bf16_config() (in module bridge.perf_recipes.llama.b300.llama3) llama3_70b_pretrain_64gpu_b300_fp8cs_config() (in module bridge.perf_recipes.llama.b300.llama3) llama3_70b_pretrain_64gpu_b300_fp8mx_config() (in module bridge.perf_recipes.llama.b300.llama3) llama3_70b_pretrain_64gpu_b300_nvfp4_config() (in module bridge.perf_recipes.llama.b300.llama3) llama3_70b_pretrain_64gpu_gb200_bf16_config() (in module bridge.perf_recipes.llama.gb200.llama3) llama3_70b_pretrain_64gpu_gb200_fp8cs_config() (in module bridge.perf_recipes.llama.gb200.llama3) llama3_70b_pretrain_64gpu_gb200_fp8mx_config() (in module bridge.perf_recipes.llama.gb200.llama3) llama3_70b_pretrain_64gpu_gb200_nvfp4_config() (in module bridge.perf_recipes.llama.gb200.llama3) llama3_70b_pretrain_64gpu_gb300_bf16_config() (in module bridge.perf_recipes.llama.gb300.llama3) llama3_70b_pretrain_64gpu_gb300_fp8cs_config() (in module bridge.perf_recipes.llama.gb300.llama3) llama3_70b_pretrain_64gpu_gb300_fp8mx_config() (in module bridge.perf_recipes.llama.gb300.llama3) llama3_70b_pretrain_64gpu_gb300_nvfp4_config() (in module bridge.perf_recipes.llama.gb300.llama3) llama3_70b_pretrain_64gpu_h100_bf16_config() (in module bridge.perf_recipes.llama.h100.llama3) llama3_70b_pretrain_64gpu_h100_fp8cs_config() (in module bridge.perf_recipes.llama.h100.llama3) llama3_70b_pretrain_64gpu_vr200_bf16_config() (in module bridge.perf_recipes.llama.vr200.llama3) llama3_70b_pretrain_64gpu_vr200_fp8mx_config() (in module bridge.perf_recipes.llama.vr200.llama3) llama3_70b_pretrain_64gpu_vr200_nvfp4_config() (in module bridge.perf_recipes.llama.vr200.llama3) llama3_70b_sft_32gpu_gb200_bf16_config() (in module bridge.perf_recipes.llama.gb200.llama3) llama3_70b_sft_32gpu_gb200_fp8cs_config() (in module bridge.perf_recipes.llama.gb200.llama3) llama3_70b_sft_32gpu_gb200_fp8mx_config() (in module bridge.perf_recipes.llama.gb200.llama3) llama3_70b_sft_32gpu_gb300_bf16_config() (in module bridge.perf_recipes.llama.gb300.llama3) llama3_70b_sft_32gpu_gb300_fp8cs_config() (in module bridge.perf_recipes.llama.gb300.llama3) llama3_70b_sft_32gpu_gb300_fp8mx_config() (in module bridge.perf_recipes.llama.gb300.llama3) llama3_70b_sft_32gpu_h100_bf16_config() (in module bridge.perf_recipes.llama.h100.llama3) (in module bridge.recipes.llama.h100.llama3) llama3_70b_sft_32gpu_h100_fp8cs_config() (in module bridge.perf_recipes.llama.h100.llama3) llama3_8b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.llama.h100.llama3) llama3_8b_pretrain_16gpu_h100_bf16_16k_config() (in module bridge.recipes.llama.h100.llama3) llama3_8b_pretrain_2gpu_h100_bf16_config() (in module bridge.recipes.llama.h100.llama3) llama3_8b_pretrain_2gpu_h100_fp8cs_config() (in module bridge.recipes.llama.h100.llama3) llama3_8b_pretrain_2gpu_h100_fp8mx_config() (in module bridge.recipes.llama.h100.llama3) llama3_8b_pretrain_2gpu_h100_nvfp4_config() (in module bridge.recipes.llama.h100.llama3) llama3_8b_pretrain_32gpu_gb200_bf16_config() (in module bridge.perf_recipes.llama.gb200.llama3) llama3_8b_pretrain_32gpu_gb200_fp8cs_config() (in module bridge.perf_recipes.llama.gb200.llama3) llama3_8b_pretrain_32gpu_gb300_bf16_config() (in module bridge.perf_recipes.llama.gb300.llama3) llama3_8b_pretrain_32gpu_gb300_fp8cs_config() (in module bridge.perf_recipes.llama.gb300.llama3) llama3_8b_pretrain_32gpu_gb300_fp8mx_config() (in module bridge.perf_recipes.llama.gb300.llama3) llama3_8b_pretrain_32gpu_gb300_nvfp4_config() (in module bridge.perf_recipes.llama.gb300.llama3) llama3_8b_pretrain_32gpu_h100_bf16_64k_config() (in module bridge.recipes.llama.h100.llama3) llama3_8b_pretrain_64gpu_b200_bf16_config() (in module bridge.perf_recipes.llama.b200.llama3) llama3_8b_pretrain_64gpu_b200_fp8cs_config() (in module bridge.perf_recipes.llama.b200.llama3) llama3_8b_pretrain_64gpu_h100_bf16_128k_config() (in module bridge.recipes.llama.h100.llama3) llama3_8b_pretrain_64gpu_h100_bf16_config() (in module bridge.perf_recipes.llama.h100.llama3) llama3_8b_pretrain_64gpu_h100_fp8cs_config() (in module bridge.perf_recipes.llama.h100.llama3) llama3_8b_pretrain_8gpu_b200_bf16_config() (in module bridge.perf_recipes.llama.b200.llama3) llama3_8b_pretrain_8gpu_b200_fp8cs_config() (in module bridge.perf_recipes.llama.b200.llama3) llama3_8b_pretrain_8gpu_b200_fp8mx_config() (in module bridge.perf_recipes.llama.b200.llama3) llama3_8b_pretrain_8gpu_b200_nvfp4_config() (in module bridge.perf_recipes.llama.b200.llama3) llama3_8b_pretrain_8gpu_b300_bf16_config() (in module bridge.perf_recipes.llama.b300.llama3) llama3_8b_pretrain_8gpu_b300_fp8cs_config() (in module bridge.perf_recipes.llama.b300.llama3) llama3_8b_pretrain_8gpu_b300_fp8mx_config() (in module bridge.perf_recipes.llama.b300.llama3) llama3_8b_pretrain_8gpu_b300_nvfp4_config() (in module bridge.perf_recipes.llama.b300.llama3) llama3_8b_pretrain_8gpu_gb200_bf16_config() (in module bridge.perf_recipes.llama.gb200.llama3) llama3_8b_pretrain_8gpu_gb200_fp8cs_config() (in module bridge.perf_recipes.llama.gb200.llama3) llama3_8b_pretrain_8gpu_gb200_fp8mx_config() (in module bridge.perf_recipes.llama.gb200.llama3) llama3_8b_pretrain_8gpu_gb200_nvfp4_config() (in module bridge.perf_recipes.llama.gb200.llama3) llama3_8b_pretrain_8gpu_gb300_bf16_config() (in module bridge.perf_recipes.llama.gb300.llama3) llama3_8b_pretrain_8gpu_gb300_fp8cs_config() (in module bridge.perf_recipes.llama.gb300.llama3) llama3_8b_pretrain_8gpu_gb300_fp8mx_config() (in module bridge.perf_recipes.llama.gb300.llama3) llama3_8b_pretrain_8gpu_gb300_nvfp4_config() (in module bridge.perf_recipes.llama.gb300.llama3) llama3_8b_pretrain_8gpu_h100_bf16_config() (in module bridge.perf_recipes.llama.h100.llama3) llama3_8b_pretrain_8gpu_h100_fp8cs_config() (in module bridge.perf_recipes.llama.h100.llama3) llama3_8b_pretrain_8gpu_r100_bf16_config() (in module bridge.perf_recipes.llama.r100.llama3) llama3_8b_pretrain_8gpu_r100_fp8cs_config() (in module bridge.perf_recipes.llama.r100.llama3) llama3_8b_pretrain_8gpu_r100_fp8mx_config() (in module bridge.perf_recipes.llama.r100.llama3) llama3_8b_pretrain_8gpu_r100_nvfp4_config() (in module bridge.perf_recipes.llama.r100.llama3) llama3_8b_pretrain_8gpu_vr200_bf16_config() (in module bridge.perf_recipes.llama.vr200.llama3) llama3_8b_pretrain_8gpu_vr200_fp8cs_config() (in module bridge.perf_recipes.llama.vr200.llama3) llama3_8b_pretrain_8gpu_vr200_fp8mx_config() (in module bridge.perf_recipes.llama.vr200.llama3) llama3_8b_pretrain_8gpu_vr200_nvfp4_config() (in module bridge.perf_recipes.llama.vr200.llama3) llama3_8b_sft_2gpu_h100_bf16_config() (in module bridge.recipes.llama.h100.llama3) llama3_8b_sft_8gpu_gb200_bf16_config() (in module bridge.perf_recipes.llama.gb200.llama3) llama3_8b_sft_8gpu_gb200_fp8cs_config() (in module bridge.perf_recipes.llama.gb200.llama3) llama3_8b_sft_8gpu_gb200_fp8mx_config() (in module bridge.perf_recipes.llama.gb200.llama3) llama3_8b_sft_8gpu_h100_bf16_config() (in module bridge.perf_recipes.llama.h100.llama3) llama3_8b_sft_8gpu_h100_fp8cs_config() (in module bridge.perf_recipes.llama.h100.llama3) Llama4SelfAttention (class in bridge.models.llama.llama4_utils) LLAMA_TOKENS (in module bridge.data.token_utils) LlamaBridge (class in bridge.models.llama.llama_bridge) LlamaNemotronBridge (class in bridge.models.llama_nemotron.llama_nemotron_bridge) LlamaNemotronHeterogeneousProvider (class in bridge.models.llama_nemotron.llama_nemotron_provider) LLAVA_TOKENS (in module bridge.data.token_utils) LlavaMegatronMIMOProvider (class in bridge.models.megatron_mimo.llava_provider) lm_head_multiplier (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) load() (bridge.training.checkpointing.CheckpointManager method) (bridge.training.checkpointing.DefaultCheckpointManager method) load_adapter() (in module bridge.peft.multi_lora_layers) load_and_adapt_hf_dataset() (in module bridge.data.sources.hf) load_and_blend_hf_datasets() (in module bridge.data.sources.hf) load_audio() (in module bridge.models.nemotron_omni.nemotron_omni_utils) load_checkpoint() (in module bridge.training.checkpointing) load_config_only (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.T5Config attribute) load_direct_hf_sft_examples() (in module bridge.data.builders.direct_hf_sft) load_direct_hf_sft_processor() (in module bridge.data.builders.direct_hf_sft) load_direct_hf_sft_train_examples() (in module bridge.data.builders.direct_hf_sft) load_dist_ckpt (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) load_file() (bridge.data.datasets.utils._TextMemMapDataset method) load_fsdp_dtensor_checkpoint() (in module bridge.training.checkpointing) load_hf_dataset_source() (in module bridge.data.sources.hf) load_hf_weights() (bridge.models.conversion.auto_bridge.AutoBridge method) (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge method) load_images() (in module bridge.models.stepfun.data.flickr8k.preprocess) load_kwargs (bridge.data.sources.hf._HFDatasetPreset attribute) (bridge.data.sources.hf.HFDatasetSourceConfig attribute) load_megatron_mimo_model() (in module bridge.models.megatron_mimo.conversion.mimo_model_io) load_megatron_model() (bridge.models.conversion.auto_bridge.AutoBridge method) (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge method) (in module bridge.training.model_load_save) load_model_config() (in module bridge.training.model_load_save) load_modelopt_state() (in module bridge.training.post_training.checkpointing) load_peft_adapter_checkpoint() (in module bridge.peft.utils) load_state_dict() (bridge.diffusion.data.common.diffusion_energon_datamodule.DiffusionDataModule method) (bridge.models.stepfun.data.flickr8k.samplers.LoopedSequentialSampler method) (bridge.models.stepfun.data.flickr8k.samplers.LoopedShuffleSampler method) (bridge.models.stepfun.data.flickr8k.samplers.WeightedRandomSampler method) (bridge.training.state.TrainState method) load_tensors() (bridge.models.hf_pretrained.state.DictStateSource method) (bridge.models.hf_pretrained.state.SafeTensorsStateSource method) (bridge.models.hf_pretrained.state.StateSource method) load_text_encoders() (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.FluxInferencePipeline method) load_tokenizer() (in module bridge.training.model_load_save) load_vae() (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.FluxInferencePipeline method) load_weights_hf_to_megatron() (bridge.models.conversion.model_bridge.MegatronModelBridge method) LOCAL (bridge.training.checkpointing.CheckpointType attribute) local_experts_per_rank() (bridge.peft.utils.ParallelLinearAdapter method) local_hf_param_specs() (bridge.models.conversion.model_bridge.WeightConversionTask method) (bridge.models.conversion.param_mapping.ConcatenatedQKVMapping method) (bridge.models.conversion.param_mapping.FusedExpertMapping method) (bridge.models.conversion.param_mapping.FusedGatedExpertMapping method) (bridge.models.conversion.param_mapping.GatedMLPMapping method) (bridge.models.conversion.param_mapping.MegatronParamMapping method) (bridge.models.conversion.param_mapping.RMSNorm2ZeroCenteredRMSNormMapping method) local_layer_spec() (in module bridge.models.gpt.gpt_builder) (in module bridge.models.gpt_provider) (in module bridge.models.t5_provider) local_pg_collection (bridge.training.setup_megatron_mimo.MegatronMIMOSetupOutput attribute) LocalHFParamSpec (class in bridge.models.conversion.param_mapping) log (in module bridge.diffusion.models.common.dit_embeddings) log_dir (bridge.training.config.TensorInspectConfig attribute) LOG_FUSION_DISABLE (in module bridge.utils.fusions) log_non_default_values() (bridge.training.config.ConfigContainer method) log_task_config (bridge.recipes.run_plugins.WandbPlugin attribute) logger (bridge.training.config.ConfigContainer attribute) (in module bridge.data.builders.direct_hf_sft) (in module bridge.data.builders.gpt_sft) (in module bridge.data.datasets.fim_dataset) (in module bridge.data.datasets.gpt_sft) (in module bridge.data.datasets.utils) (in module bridge.data.energon.base_energon_datamodule) (in module bridge.data.energon.prepare) (in module bridge.data.packing.algorithms) (in module bridge.data.packing.gpt_sft) (in module bridge.data.packing.offline) (in module bridge.data.packing.parquet) (in module bridge.data.packing.paths) (in module bridge.diffusion.common.flow_matching.flow_matching_pipeline) (in module bridge.diffusion.data.flux.flux_energon_datamodule) (in module bridge.diffusion.data.wan.wan_energon_datamodule) (in module bridge.diffusion.models.common.dgpt_step) (in module bridge.diffusion.models.flux.flux_provider) (in module bridge.diffusion.models.flux.flux_step) (in module bridge.diffusion.models.wan.wan_provider) (in module bridge.diffusion.models.wan.wan_step) (in module bridge.models.bailing.bailing_moe2_bridge) (in module bridge.models.bailing.modeling_bailing_moe_v2) (in module bridge.models.conversion.auto_bridge) (in module bridge.models.conversion.model_bridge) (in module bridge.models.conversion.param_mapping) (in module bridge.models.deepseek.deepseek_v4_step) (in module bridge.models.distillation_provider) (in module bridge.models.ernie_vl.ernie45_vl_bridge) (in module bridge.models.falcon_h1.falconh1_bridge) (in module bridge.models.falcon_h1.falconh1_provider) (in module bridge.models.gemma.gemma2_provider) (in module bridge.models.glm_moe_dsa.glm5_bridge) (in module bridge.models.gpt.gpt_builder) (in module bridge.models.gpt_provider) (in module bridge.models.hf_pretrained.base) (in module bridge.models.hf_pretrained.state) (in module bridge.models.hf_pretrained.utils) (in module bridge.models.hybrid.hybrid_provider) (in module bridge.models.kimi_vl.modeling_kimi_k25_vl) (in module bridge.models.llama.llama_bridge) (in module bridge.models.llama_nemotron.llama_nemotron_provider) (in module bridge.models.megatron_mimo.build_model) (in module bridge.models.megatron_mimo.conversion.mimo_model_io) (in module bridge.models.megatron_mimo.conversion.orchestrator) (in module bridge.models.ministral3.ministral3_provider) (in module bridge.models.mistral.mistral_provider) (in module bridge.models.nemotron_vl.nemotron_vl_utils) (in module bridge.models.olmoe.olmoe_bridge) (in module bridge.models.qwen3_asr.hf_qwen3_asr.configuration_qwen3_asr) (in module bridge.models.qwen_omni.qwen3_omni_bridge) (in module bridge.models.qwen_vl.qwen35_vl_bridge) (in module bridge.models.qwen_vl.qwen3_vl_step) (in module bridge.models.sarvam.sarvam_provider) (in module bridge.models.stepfun.data.flickr8k.preprocess) (in module bridge.models.stepfun.data.flickr8k.template) (in module bridge.models.stepfun.modelling_step37.image_insert_embedding) (in module bridge.models.stepfun.step35_bridge) (in module bridge.models.stepfun.step37_bridge) (in module bridge.models.t5_provider) (in module bridge.peft.base) (in module bridge.peft.canonical_lora) (in module bridge.peft.dora) (in module bridge.peft.lora) (in module bridge.peft.module_matcher) (in module bridge.peft.multi_lora) (in module bridge.peft.utils) (in module bridge.recipes.run_plugins) (in module bridge.training.audio_lm_step) (in module bridge.training.callbacks) (in module bridge.training.checkpointing) (in module bridge.training.flex_dispatcher_backend) (in module bridge.training.gpt_step) (in module bridge.training.inprocess_restart) (in module bridge.training.llava_step) (in module bridge.training.megatron_mimo_parallel_utils) (in module bridge.training.megatron_mimo_step) (in module bridge.training.mlm_compat.model) (in module bridge.training.model_load_save) (in module bridge.training.nemotron_omni_step) (in module bridge.training.post_training.checkpointing) (in module bridge.training.pretrain) (in module bridge.training.pretrain_megatron_mimo) (in module bridge.training.setup_megatron_mimo) (in module bridge.training.train_megatron_mimo) (in module bridge.training.utils.checkpoint_utils) (in module bridge.training.utils.config_utils) (in module bridge.training.utils.moe_token_drop) (in module bridge.training.utils.omegaconf_utils) (in module bridge.training.utils.train_utils) (in module bridge.utils.activation_map) (in module bridge.utils.decorators) (in module bridge.utils.fusions) (in module bridge.utils.import_utils) logger_name (bridge.training.config.NVRxStragglerDetectionConfig attribute) LoggerConfig (class in bridge.training.config) logging_level (bridge.training.config.LoggerConfig attribute) logical_and_across_model_parallel_group() (in module bridge.training.utils.train_utils) logit_dtype (bridge.models.exaone.exaone45.modelling_exaone45.transformer_config.Exaone45TransformerConfig attribute) (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.gpt.gpt_builder.GPTModelConfig attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.hybrid.hybrid_builder.HybridModelConfig attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) (bridge.models.megatron_mimo.llava_provider.LlavaMegatronMIMOProvider attribute) (bridge.models.qwen3_asr.modeling_qwen3_asr.transformer_config.Qwen3ASRTransformerConfig attribute) (bridge.models.qwen_omni.modeling_qwen25_omni.transformer_config.Qwen25OmniTransformerConfig attribute) (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_config.Qwen3VLTransformerConfig attribute) (bridge.models.stepfun.modelling_step37.transformer_config.Step37TransformerConfig attribute) logit_dtype_kwarg() (in module bridge.models.logit_dtype) logit_softcapping() (in module bridge.models.gemma.gemma2_provider) logits (bridge.models.bailing.modeling_bailing_moe_v2.MoEV2CausalLMOutputWithPast attribute) LoopedSequentialSampler (class in bridge.models.stepfun.data.flickr8k.samplers) LoopedShuffleSampler (class in bridge.models.stepfun.data.flickr8k.samplers) LoRA (class in bridge.peft.lora) lora_A_init_method (bridge.peft.canonical_lora.CanonicalLoRA attribute) (bridge.peft.dora.DoRA attribute) (bridge.peft.lora.LoRA attribute) (bridge.peft.multi_lora.MultiLoRA attribute) lora_B_init_method (bridge.peft.canonical_lora.CanonicalLoRA attribute) (bridge.peft.dora.DoRA attribute) (bridge.peft.lora.LoRA attribute) (bridge.peft.multi_lora.MultiLoRA attribute) lora_dtype (bridge.peft.lora.LoRA attribute) (bridge.peft.multi_lora.MultiLoRA attribute) LoRALinear (class in bridge.peft.lora_layers) LoRALinearSplitFC1UpGate (class in bridge.peft.canonical_lora) LoRALinearSplitQKV (class in bridge.peft.canonical_lora) LoRAMerge (class in bridge.peft.lora_merge) LoRATopKRouter (class in bridge.peft.lora_layers) loss (bridge.models.bailing.modeling_bailing_moe_v2.MoEV2CausalLMOutputWithPast attribute) loss_dict (bridge.training.callbacks.CallbackContext attribute) loss_func() (in module bridge.training.megatron_mimo_step) loss_func_kd() (in module bridge.training.post_training.distillation) loss_mask (bridge.data.collators.sft._TokenizedTextSFTRow attribute) (bridge.data.energon.hf_task_encoder.HFEnergonBatch attribute) (bridge.data.sft_processing.TokenizedPromptCompletion attribute) (bridge.diffusion.data.common.diffusion_sample.DiffusionSample attribute) (bridge.models.qwen_vl.data.energon.QwenVLTaskBatch attribute) loss_mode (bridge.data.sft_processing.ChatSFTPreprocessingConfig attribute) (bridge.data.sft_processing.PromptCompletionSFTPreprocessingConfig attribute) loss_roles (bridge.data.conversation_processing.AssistantMaskBoundaryConfig attribute) loss_scale (bridge.training.mixed_precision.MixedPrecisionConfig attribute) loss_scale_window (bridge.training.mixed_precision.MixedPrecisionConfig attribute) LossFunction (in module bridge.training.forward_step_func_types) LossFunctionReturn (in module bridge.training.forward_step_func_types) LossReduced (in module bridge.training.forward_step_func_types) M main_input_name (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRAudioEncoder attribute) MAJOR (in module bridge.package_info) make_data_iterator_list() (in module bridge.data.iterator_utils) make_mock_vlm_example() (in module bridge.data.builders.mock_vlm_sft) make_mock_vlm_examples() (in module bridge.data.builders.mock_vlm_sft) make_route_local_bridge() (in module bridge.models.megatron_mimo.conversion.orchestrator) make_value_model() (in module bridge.training.utils.train_utils) make_vocab_size_divisible_by (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_config.Qwen3VLTransformerConfig attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) (bridge.models.t5_provider.T5ModelProvider attribute) (bridge.training.tokenizers.config.TokenizerConfig attribute) make_vocab_size_divisible_by() (bridge.models.conversion.model_bridge.MegatronModelBridge method) mamba_chunk_size (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) mamba_head_dim (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) mamba_num_groups (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) mamba_num_heads (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) mamba_stack_spec (bridge.models.mamba.mamba_builder.MambaModelConfig attribute) (bridge.models.mamba.mamba_provider.MambaModelProvider attribute) mamba_state_dim (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) MambaConv1dMapping (class in bridge.models.conversion.param_mapping) MambaInProjMapping (class in bridge.models.conversion.param_mapping) MambaModelBuilder (class in bridge.models.mamba.mamba_builder) MambaModelConfig (class in bridge.models.mamba.mamba_builder) MambaModelProvider (class in bridge.models.mamba.mamba_provider) map() (in module bridge.peft.walk_utils) mapping (bridge.models.conversion.model_bridge.WeightConversionTask attribute) mapping_registry() (bridge.diffusion.conversion.flux.flux_bridge.FluxBridge method) (bridge.diffusion.conversion.llada15.llada15_bridge.LLaDA15Bridge method) (bridge.diffusion.conversion.nemotron_labs_diffusion.nemotron_labs_diffusion_bridge.NemotronLabsDiffusionBridge method) (bridge.diffusion.conversion.wan.wan_bridge.WanBridge method) (bridge.models.bailing.bailing_moe2_bridge.BailingMoeV2Bridge method) (bridge.models.conversion.model_bridge.MegatronModelBridge method) (bridge.models.deepseek.deepseek_v2_bridge.DeepSeekV2Bridge method) (bridge.models.deepseek.deepseek_v3_bridge.DeepSeekV3Bridge method) (bridge.models.deepseek.deepseek_v4_bridge.DeepSeekV4Bridge method) (bridge.models.ernie.ernie_45_bridge.Ernie45Bridge method) (bridge.models.ernie_vl.ernie45_vl_bridge.Ernie45VLBridge method) (bridge.models.exaone.exaone4.exaone4_bridge.Exaone4Bridge method) (bridge.models.exaone.exaone45.exaone45_bridge.Exaone45Bridge method) (bridge.models.exaone.exaone_moe.exaone_moe_bridge.ExaoneMoeBridge method) (bridge.models.falcon_h1.falconh1_bridge.FalconH1Bridge method) (bridge.models.gemma.gemma2_bridge.Gemma2Bridge method) (bridge.models.gemma.gemma3_bridge.Gemma3ModelBridge method) (bridge.models.gemma.gemma4_bridge.Gemma4Bridge method) (bridge.models.gemma.gemma_bridge.GemmaBridge method) (bridge.models.gemma_vl.gemma3_vl_bridge.Gemma3VLBridge method) (bridge.models.gemma_vl.gemma4_vl_bridge.Gemma4VLBridge method) (bridge.models.glm.glm45_bridge.GLM45Bridge method) (bridge.models.glm.glm47_flash_bridge.GLM47FlashBridge method) (bridge.models.glm_moe_dsa.glm5_bridge.GLM5Bridge method) (bridge.models.glm_vl.glm_45v_bridge.GLM45VBridge method) (bridge.models.gpt_oss.gpt_oss_bridge.GPTOSSBridge method) (bridge.models.hy_v3.hy_v3_bridge.HYV3Bridge method) (bridge.models.kimi.kimi_bridge.KimiK2Bridge method) (bridge.models.kimi.kimi_k3_bridge.KimiK3Bridge method) (bridge.models.kimi_vl.kimi_k25_vl_bridge.KimiK25VLBridge method) (bridge.models.llama.llama_bridge.LlamaBridge method) (bridge.models.llama_nemotron.llama_nemotron_bridge.LlamaNemotronBridge method) (bridge.models.mimo.mimo_bridge.MimoBridge method) (bridge.models.mimo_v2_flash.mimo_v2_flash_bridge.MiMoV2FlashBridge method) (bridge.models.minimax_m2.minimax_m2_bridge.MiniMaxM2Bridge method) (bridge.models.minimax_m3.minimax_m3_bridge.MiniMaxM3Bridge method) (bridge.models.ministral3.ministral3_bridge.Ministral3Bridge method) (bridge.models.mistral.mistral_bridge.MistralBridge method) (bridge.models.nemotron.nemotron_bridge.NemotronBridge method) (bridge.models.nemotron_omni.nemotron_omni_bridge.NemotronOmniBridge method) (bridge.models.nemotron_omni.nemotron_omni_bridge.NemotronOmniLlavaBridge method) (bridge.models.nemotron_vl.nemotron_vl_bridge.NemotronVLBridge method) (bridge.models.nemotronh.nemotron_h_bridge.NemotronHBridge method) (bridge.models.olmoe.olmoe_bridge.OlMoEBridge method) (bridge.models.qwen.qwen2_bridge.Qwen2Bridge method) (bridge.models.qwen.qwen35_bridge.Qwen35Bridge method) (bridge.models.qwen.qwen35_bridge.Qwen35MoEBridge method) (bridge.models.qwen.qwen3_bridge.Qwen3Bridge method) (bridge.models.qwen.qwen3_moe_bridge.Qwen3MoEBridge method) (bridge.models.qwen.qwen3_next_bridge.Qwen3NextBridge method) (bridge.models.qwen3_asr.qwen3_asr_bridge.Qwen3ASRBridge method) (bridge.models.qwen_audio.qwen2_audio_bridge.Qwen2AudioBridge method) (bridge.models.qwen_omni.qwen25_omni_bridge.Qwen25OmniBridge method) (bridge.models.qwen_omni.qwen3_omni_bridge.Qwen3OmniBridge method) (bridge.models.qwen_vl.qwen25_vl_bridge.Qwen25VLBridge method) (bridge.models.qwen_vl.qwen35_vl_bridge.Qwen35TokenClassificationBridge method) (bridge.models.qwen_vl.qwen35_vl_bridge.Qwen35VLBridge method) (bridge.models.qwen_vl.qwen35_vl_bridge.Qwen35VLMoEBridge method) (bridge.models.qwen_vl.qwen3_vl_bridge.Qwen3VLBridge method) (bridge.models.qwen_vl.qwen3_vl_bridge.Qwen3VLMoEBridge method) (bridge.models.sarvam.sarvam_mla_bridge.SarvamMLABridge method) (bridge.models.sarvam.sarvam_moe_bridge.SarvamMoEBridge method) (bridge.models.stepfun.step35_bridge.Step35Bridge method) (bridge.models.stepfun.step37_bridge.Step37Bridge method) MappingT (in module bridge.models.conversion.model_bridge) mask_token_id (bridge.diffusion.models.nemotron_labs_diffusion.nemotron_labs_diffusion_provider.NemotronLabsDiffusionModelProvider attribute) masked_next_token_loss() (in module bridge.training.losses) masked_softmax_fusion (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider attribute) (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.llama_nemotron.llama_nemotron_provider.LlamaNemotronHeterogeneousProvider attribute) (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) (bridge.models.qwen3_asr.qwen3_asr_provider.Qwen3ASRModelProvider attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) (bridge.models.t5_provider.T5ModelProvider attribute) MaskedLMType (in module bridge.models.hf_pretrained.masked_lm) match() (bridge.peft.module_matcher.ModuleMatcher method) matches_quant_ignore_pattern() (in module bridge.models.conversion.modelopt_utils) materialize_adapter_weights() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) materialize_hf_dataset() (in module bridge.data.builders.gpt_sft) MAX_AREA_CONFIGS (in module bridge.diffusion.models.wan.inference) max_audio_duration (bridge.data.builders.energon.NemotronOmniEnergonTaskEncoderConfig attribute) max_iterations (bridge.training.config.InProcessRestartConfig attribute) max_length (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.ClipConfig attribute) (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.T5Config attribute) (bridge.models.hf_pretrained.causal_lm.EncodeKwargs attribute) (bridge.models.hf_pretrained.causal_lm.GenerateKwargs attribute) max_new_tokens (bridge.models.hf_pretrained.causal_lm.GenerateKwargs attribute) max_num_frames (bridge.data.builders.energon.QwenVLEnergonTaskEncoderConfig attribute) max_num_images (bridge.data.builders.energon.QwenVLEnergonTaskEncoderConfig attribute) max_packing_seqlen (bridge.models.stepfun.data.flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) max_pixels (bridge.data.builders.energon.HFEnergonTaskEncoderConfig attribute) (bridge.data.builders.energon.QwenVLEnergonTaskEncoderConfig attribute) max_position_embeddings (bridge.models.t5_provider.T5ModelProvider attribute) max_rank_faults (bridge.training.config.InProcessRestartConfig attribute) max_samples_per_sequence (bridge.data.builders.energon.EnergonDatasetConfig attribute) max_seqlen_kv (bridge.data.energon.hf_task_encoder.HFEnergonBatch attribute) (bridge.models.qwen_vl.data.energon.QwenVLTaskBatch attribute) max_seqlen_q (bridge.data.energon.hf_task_encoder.HFEnergonBatch attribute) (bridge.models.qwen_vl.data.energon.QwenVLTaskBatch attribute) max_single_sequence_length (bridge.data.packing.config.PackedSequenceSpecs attribute) max_steps (bridge.training.config.SchedulerConfig attribute) max_train_samples (bridge.data.builders.gpt_sft.GPTSFTDatasetConfig attribute) max_vision_cuda_graph_seq_length (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_config.Qwen3VLTransformerConfig attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) max_visual_tokens (bridge.data.builders.energon.QwenVLEnergonTaskEncoderConfig attribute) maxbound (bridge.models.conversion.modelopt_utils._Nvfp4InputQuantizerView attribute) maybe_check_weight_hash_across_dp_replicas() (in module bridge.training.train) maybe_dequantize() (bridge.models.conversion.param_mapping.MegatronParamMapping method) maybe_dequantize_fp8() (in module bridge.models.conversion.quantization_utils) maybe_dequantize_fp8_blockwise() (in module bridge.models.conversion.quantization_utils) maybe_dequantize_hf_quantized_weight() (in module bridge.models.conversion.quantization_utils) maybe_enable_recompute_inputs_grad() (in module bridge.peft.recompute) maybe_finalize_async_save() (in module bridge.training.checkpointing) maybe_initialize_distributed() (in module bridge.utils.common_utils) maybe_inject_state() (in module bridge.training.utils.train_utils) maybe_load_dataloader_state() (in module bridge.training.checkpointing) maybe_log_and_save_config() (in module bridge.training.setup) maybe_modify_converted_hf_weight() (bridge.diffusion.conversion.flux.flux_bridge.FluxBridge method) (bridge.models.conversion.model_bridge.MegatronModelBridge method) (bridge.models.deepseek.deepseek_v3_bridge.DeepSeekV3Bridge method) (bridge.models.deepseek.deepseek_v4_bridge.DeepSeekV4Bridge method) (bridge.models.gemma.gemma4_bridge.Gemma4Bridge method) (bridge.models.glm.glm47_flash_bridge.GLM47FlashBridge method) (bridge.models.kimi.kimi_k3_bridge.KimiK3Bridge method) (bridge.models.kimi_vl.kimi_k25_vl_bridge.KimiK25VLBridge method) (bridge.models.llama.llama_bridge.LlamaBridge method) (bridge.models.mimo.mimo_bridge.MimoBridge method) (bridge.models.stepfun.step35_bridge.Step35Bridge method) maybe_modify_loaded_hf_weight() (bridge.diffusion.conversion.flux.flux_bridge.FluxBridge method) (bridge.models.conversion.model_bridge.MegatronModelBridge method) (bridge.models.deepseek.deepseek_v3_bridge.DeepSeekV3Bridge method) (bridge.models.deepseek.deepseek_v4_bridge.DeepSeekV4Bridge method) (bridge.models.gemma.gemma4_bridge.Gemma4Bridge method) (bridge.models.gpt_oss.gpt_oss_bridge.GPTOSSBridge method) (bridge.models.kimi.kimi_k3_bridge.KimiK3Bridge method) (bridge.models.kimi_vl.kimi_k25_vl_bridge.KimiK25VLBridge method) (bridge.models.mimo.mimo_bridge.MimoBridge method) (bridge.models.mimo_v2_flash.mimo_v2_flash_bridge.MiMoV2FlashBridge method) (bridge.models.minimax_m2.minimax_m2_bridge.MiniMaxM2Bridge method) (bridge.models.ministral3.ministral3_bridge.Ministral3Bridge method) maybe_path_or_url_to_data_urls() (in module bridge.models.nemotron_vl.nemotron_vl_utils) maybe_report_stragglers() (in module bridge.training.train) maybe_run_manual_gc() (in module bridge.training.train) maybe_save_dataloader_state() (in module bridge.training.checkpointing) maybe_setup_simulated_fault() (in module bridge.training.fault_tolerance) maybe_synchronize_training_step() (in module bridge.training.train) maybe_wrap_for_inprocess_restart() (in module bridge.training.inprocess_restart) mcore_to_hf_window_size() (in module bridge.models.conversion.utils) media_placeholder_token_id (bridge.models.kimi_vl.kimi_k25_vl_provider.KimiK25VLModelProvider attribute) megatron_cpu_init_context() (in module bridge.training.model_load_save) megatron_mimo_collate_fn() (in module bridge.data.megatron_mimo.collate) megatron_mimo_infra (bridge.training.setup_megatron_mimo.MegatronMIMOSetupOutput attribute) megatron_mimo_parallelism_config (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider attribute) megatron_mimo_runtime_config_update() (in module bridge.training.config) megatron_module (bridge.models.conversion.model_bridge.WeightConversionTask attribute) megatron_to_hf() (bridge.models.conversion.model_bridge._HFNameSuffixMapping method) (bridge.models.conversion.param_mapping.AutoMapping method) (bridge.models.conversion.param_mapping.ChunkedMapping method) (bridge.models.conversion.param_mapping.ColumnParallelMapping method) (bridge.models.conversion.param_mapping.ConcatenatedQKVMapping method) (bridge.models.conversion.param_mapping.DirectMapping method) (bridge.models.conversion.param_mapping.FusedGatedExpertMapping method) (bridge.models.conversion.param_mapping.GatedMLPMapping method) (bridge.models.conversion.param_mapping.GDNLinearMapping method) (bridge.models.conversion.param_mapping.GDNLinearMappingSeparate method) (bridge.models.conversion.param_mapping.KVMapping method) (bridge.models.conversion.param_mapping.MambaInProjMapping method) (bridge.models.conversion.param_mapping.MegatronParamMapping method) (bridge.models.conversion.param_mapping.QKVGMapping method) (bridge.models.conversion.param_mapping.QKVMapping method) (bridge.models.conversion.param_mapping.ReplicatedMapping method) (bridge.models.conversion.param_mapping.RMSNorm2ZeroCenteredRMSNormMapping method) (bridge.models.conversion.param_mapping.RowParallelMapping method) (bridge.models.conversion.quant_mapping.AmaxFanoutMapping method) (bridge.models.conversion.quant_mapping.MoeAmaxFanoutMapping method) (bridge.models.deepseek.deepseek_v4_bridge._HCAlphaMapping method) (bridge.models.deepseek.deepseek_v4_bridge._HCAlphaSecondaryMapping method) (bridge.models.ernie.ernie_45_bridge._PPSafeMixin method) (bridge.models.ernie.ernie_45_bridge._SqueezeBiasMapping method) (bridge.models.ernie_vl.ernie45_vl_bridge._ConcatBiasMapping method) (bridge.models.gpt_oss.gpt_oss_bridge.GPTOSSMLPDownProjMapping method) (bridge.models.gpt_oss.gpt_oss_bridge.GPTOSSMLPGateUpProjMapping method) (bridge.models.mimo_v2_flash.mimo_v2_flash_bridge.MiMoV2FlashQKVMapping method) (bridge.models.minimax_m2.minimax_m2_bridge._FullDimQKNormMapping method) (bridge.models.nemotronh.nemotron_h_bridge._MTPFlatteningMapping method) (bridge.models.nemotronh.nemotron_h_bridge._MTPFlatteningQKVMapping method) megatron_to_hf_activation() (bridge.models.conversion.model_bridge.MegatronModelBridge class method) (bridge.models.kimi.kimi_k3_bridge.KimiK3Bridge class method) megatron_to_hf_config() (bridge.models.conversion.model_bridge.MegatronModelBridge class method) (bridge.models.deepseek.deepseek_v2_bridge.DeepSeekV2Bridge class method) (bridge.models.deepseek.deepseek_v3_bridge.DeepSeekV3Bridge class method) (bridge.models.deepseek.deepseek_v4_bridge.DeepSeekV4Bridge class method) (bridge.models.exaone.exaone4.exaone4_bridge.Exaone4Bridge class method) (bridge.models.exaone.exaone_moe.exaone_moe_bridge.ExaoneMoeBridge class method) (bridge.models.falcon_h1.falconh1_bridge.FalconH1Bridge class method) (bridge.models.gemma.gemma2_bridge.Gemma2Bridge class method) (bridge.models.gemma.gemma3_bridge.Gemma3ModelBridge class method) (bridge.models.gemma.gemma4_bridge.Gemma4Bridge class method) (bridge.models.gemma_vl.gemma4_vl_bridge.Gemma4VLBridge class method) (bridge.models.gpt_oss.gpt_oss_bridge.GPTOSSBridge class method) (bridge.models.hy_v3.hy_v3_bridge.HYV3Bridge class method) (bridge.models.llama.llama_bridge.LlamaBridge class method) (bridge.models.llama_nemotron.llama_nemotron_bridge.LlamaNemotronBridge class method) (bridge.models.mimo_v2_flash.mimo_v2_flash_bridge.MiMoV2FlashBridge class method) (bridge.models.minimax_m3.minimax_m3_bridge.MiniMaxM3Bridge class method) (bridge.models.ministral3.ministral3_bridge.Ministral3Bridge class method) (bridge.models.mistral.mistral_bridge.MistralBridge class method) (bridge.models.nemotron_omni.nemotron_omni_bridge.NemotronOmniBridge class method) (bridge.models.nemotronh.nemotron_h_bridge.NemotronHBridge class method) (bridge.models.qwen.qwen3_moe_bridge.Qwen3MoEBridge class method) (bridge.models.stepfun.step37_bridge.Step37Bridge class method) megatron_to_hf_lookup() (bridge.models.conversion.mapping_registry.MegatronMappingRegistry method) MEGATRON_TO_HF_LORA_SUFFIX (in module bridge.models.conversion.peft_bridge) megatron_to_hf_quant() (bridge.models.conversion.param_mapping.AutoMapping method) (bridge.models.conversion.param_mapping.ColumnParallelMapping method) (bridge.models.conversion.param_mapping.GatedMLPMapping method) (bridge.models.conversion.param_mapping.MegatronParamMapping method) (bridge.models.conversion.param_mapping.QKVMapping method) (bridge.models.conversion.param_mapping.ReplicatedMapping method) (bridge.models.conversion.param_mapping.RowParallelMapping method) MegatronFluxAdapter (class in bridge.diffusion.models.flux.flow_matching.flux_adapter) MegatronMappingRegistry (class in bridge.models.conversion.mapping_registry) MegatronMIMOBridge (class in bridge.models.megatron_mimo.conversion.orchestrator) MegatronMIMODataset (class in bridge.data.megatron_mimo.dataset) MegatronMIMODatasetProvider (class in bridge.data.megatron_mimo.base_provider) MegatronMIMOInfra (class in bridge.models.megatron_mimo.megatron_mimo_provider) MegatronMIMOParallelismConfig (class in bridge.models.megatron_mimo.megatron_mimo_config) MegatronMIMOProvider (class in bridge.models.megatron_mimo.megatron_mimo_provider) MegatronMIMOSetupOutput (class in bridge.training.setup_megatron_mimo) MegatronModel (in module bridge.models.conversion.model_bridge) (in module bridge.models.conversion.peft_bridge) (in module bridge.models.conversion.quant_bridge) MegatronModelBridge (class in bridge.models.conversion.model_bridge) MegatronModelT (in module bridge.models.conversion.auto_bridge) MegatronParamMapping (class in bridge.models.conversion.param_mapping) MegatronPeftBridge (class in bridge.models.conversion.peft_bridge) MegatronPretrainingBatchSampler (class in bridge.data.samplers) MegatronPretrainingRandomSampler (class in bridge.data.samplers) MegatronPretrainingSampler (class in bridge.data.samplers) MegatronQuantizationBridge (class in bridge.models.conversion.quant_bridge) MegatronWeightTuple (class in bridge.models.conversion.model_bridge) memmap_workers (bridge.data.builders.gpt_sft.GPTSFTDatasetConfig attribute) memory_bytes (bridge.training.utils.theoretical_memory_utils.MemoryComponentEstimate attribute) memory_efficient_fp32_optimizer_state_loading() (in module bridge.training.optim) memory_efficient_precision_aware_optimizer_state_checkpointing() (in module bridge.training.optim) memory_gb (bridge.training.utils.theoretical_memory_utils.MemoryComponentEstimate property) MEMORY_KEYS (in module bridge.training.utils.train_utils) memory_mb (bridge.training.utils.theoretical_memory_utils.MemoryComponentEstimate property) memory_snapshot_path (bridge.recipes.run_plugins.PyTorchProfilerPlugin attribute) (bridge.recipes.run_plugins.PyTorchProfilerPluginScriptArgs attribute) (bridge.training.config.ProfilingConfig attribute) MemoryComponentEstimate (class in bridge.training.utils.theoretical_memory_utils) merge() (bridge.peft.lora_merge.LoRAMerge method) merge_gdn_linear_weights() (in module bridge.models.conversion.param_mapping) merge_kv_biases() (in module bridge.models.conversion.param_mapping) merge_kv_weights() (in module bridge.models.conversion.param_mapping) merge_qkv_biases() (in module bridge.models.conversion.param_mapping) merge_qkv_weights() (in module bridge.models.conversion.param_mapping) merge_qkvg_weights() (in module bridge.models.conversion.param_mapping) meta_model (bridge.models.model_provider.ModelProviderMixin property) method (bridge.training.comm_overlap.BulkOverlapCfg attribute) (bridge.training.comm_overlap.PipelineOverlapCfg attribute) (bridge.training.comm_overlap.RingExchangeOverlapCfg attribute) micro_batch_size (bridge.data.builders.energon.EnergonDatasetConfig attribute) (bridge.diffusion.data.common.diffusion_energon_datamodule.DiffusionDataModuleConfig attribute) (bridge.diffusion.data.flux.flux_energon_datamodule.FluxDataModuleConfig attribute) (bridge.diffusion.data.flux.flux_energon_datamodule.FluxDatasetConfig attribute) (bridge.diffusion.data.flux.flux_mock_datamodule.FluxMockDataModuleConfig attribute) (bridge.diffusion.data.wan.wan_energon_datamodule.WanDataModuleConfig attribute) (bridge.diffusion.data.wan.wan_energon_datamodule.WanDatasetConfig attribute) (bridge.diffusion.data.wan.wan_mock_datamodule.WanMockDataModuleConfig attribute) mimo_source_prefixes (bridge.models.conversion.model_bridge.MegatronModelBridge attribute) (bridge.models.qwen_vl.qwen35_vl_bridge.Qwen35VLBridge attribute) (bridge.models.qwen_vl.qwen35_vl_bridge.Qwen35VLMoEBridge attribute) mimo_v2_flash_layer_spec() (in module bridge.models.mimo_v2_flash.modeling_mimo_v2_flash) MimoBridge (class in bridge.models.mimo.mimo_bridge) MIMOComponent (class in bridge.models.megatron_mimo.conversion.orchestrator) MIMOConversionSpecBuilder (in module bridge.models.megatron_mimo.conversion.orchestrator) MIMOConversionTask (class in bridge.models.megatron_mimo.conversion.orchestrator) MiMoV2FlashBridge (class in bridge.models.mimo_v2_flash.mimo_v2_flash_bridge) MiMoV2FlashModelProvider (class in bridge.models.mimo_v2_flash.mimo_v2_flash_provider) MiMoV2FlashMTPSelfAttention (class in bridge.models.mimo_v2_flash.modeling_mimo_v2_flash) MiMoV2FlashMTPTEDotProductAttention (class in bridge.models.mimo_v2_flash.modeling_mimo_v2_flash) MiMoV2FlashQKVMapping (class in bridge.models.mimo_v2_flash.mimo_v2_flash_bridge) MiMoV2FlashRotaryEmbedding (class in bridge.models.mimo_v2_flash.modeling_mimo_v2_flash) MiMoV2FlashSelfAttention (class in bridge.models.mimo_v2_flash.modeling_mimo_v2_flash) MiMoV2FlashTEDotProductAttention (class in bridge.models.mimo_v2_flash.modeling_mimo_v2_flash) min_length (bridge.models.hf_pretrained.causal_lm.GenerateKwargs attribute) min_loss_scale (bridge.training.mixed_precision.MixedPrecisionConfig attribute) min_pixels (bridge.data.builders.energon.HFEnergonTaskEncoderConfig attribute) (bridge.data.builders.energon.QwenVLEnergonTaskEncoderConfig attribute) minimax_m2_layer_spec() (in module bridge.models.minimax_m2.minimax_m2_provider) minimax_m3_block_spec() (in module bridge.models.minimax_m3.minimax_m3_bridge) MINIMAX_M3_HF_PATH (in module bridge.recipes.minimax.h100.minimax_m3) minimax_m3_pretrain_256gpu_h100_bf16_config() (in module bridge.recipes.minimax.h100.minimax_m3) minimax_m3_sft_128gpu_h100_bf16_config() (in module bridge.recipes.minimax.h100.minimax_m3) MiniMaxM2Bridge (class in bridge.models.minimax_m2.minimax_m2_bridge) MiniMaxM3Bridge (class in bridge.models.minimax_m3.minimax_m3_bridge) MiniMaxM3LightningIndexerState (class in bridge.models.minimax_m3.modeling_minimax_m3_vl) MiniMaxM3ModelProvider (class in bridge.models.minimax_m3.minimax_m3_bridge) MiniMaxM3ProjectorMLP (class in bridge.models.minimax_m3.modeling_minimax_m3_vl) MiniMaxM3TopKRouter (class in bridge.models.minimax_m3.minimax_m3_bridge) MiniMaxM3Vision3DRotaryEmbedding (class in bridge.models.minimax_m3.modeling_minimax_m3_vl) MiniMaxM3VisionAttention (class in bridge.models.minimax_m3.modeling_minimax_m3_vl) MiniMaxM3VisionEncoder (class in bridge.models.minimax_m3.modeling_minimax_m3_vl) MiniMaxM3VisionEncoderLayer (class in bridge.models.minimax_m3.modeling_minimax_m3_vl) MiniMaxM3VisionMLP (class in bridge.models.minimax_m3.modeling_minimax_m3_vl) MiniMaxM3VisionModel (class in bridge.models.minimax_m3.modeling_minimax_m3_vl) MiniMaxM3VisionPatchEmbeddings (class in bridge.models.minimax_m3.modeling_minimax_m3_vl) MiniMaxM3VisionTower (class in bridge.models.minimax_m3.modeling_minimax_m3_vl) MiniMaxM3VLModel (class in bridge.models.minimax_m3.modeling_minimax_m3_vl) MiniMaxM3VLModelProvider (class in bridge.models.minimax_m3.minimax_m3_bridge) ministral3_14b_peft_2gpu_h100_bf16_config() (in module bridge.recipes.ministral3.h100.ministral3) ministral3_14b_sft_4gpu_h100_bf16_config() (in module bridge.recipes.ministral3.h100.ministral3) ministral3_3b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.ministral3.h100.ministral3) ministral3_3b_sft_1gpu_h100_bf16_config() (in module bridge.recipes.ministral3.h100.ministral3) ministral3_8b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.ministral3.h100.ministral3) ministral3_8b_sft_2gpu_h100_bf16_config() (in module bridge.recipes.ministral3.h100.ministral3) ministral3_collate_fn() (in module bridge.models.ministral3.data.collate_fn) Ministral3Bridge (class in bridge.models.ministral3.ministral3_bridge) Ministral3Model (class in bridge.models.ministral3.modeling_ministral3) Ministral3ModelProvider (class in bridge.models.ministral3.ministral3_provider) Ministral3RotaryEmbedding (class in bridge.diffusion.models.common.nemotron_labs_diffusion_attention) ministral_layer_spec() (in module bridge.models.ministral3.ministral3_provider) MinistralTEDotProductAttention (class in bridge.models.ministral3.ministral3_provider) MINOR (in module bridge.package_info) MISSING_NEMO_EXPORT_DEPLOY_MSG (in module bridge.utils.import_utils) MISSING_NEMO_RUN_MSG (in module bridge.utils.import_utils) MISSING_NVINSPECT_MSG (in module bridge.training.tensor_inspect) MISSING_NVRX_MSG (in module bridge.utils.import_utils) MISSING_QWEN_VL_UTILS_MSG (in module bridge.models.qwen_vl.data.collate_fn) MISTRAL3_ASSISTANT_END (in module bridge.models.ministral3.data.collate_fn) MISTRAL3_ASSISTANT_START (in module bridge.models.ministral3.data.collate_fn) MistralBridge (class in bridge.models.mistral.mistral_bridge) MistralModelProvider (class in bridge.models.mistral.mistral_provider) mixed_precision (bridge.training.config.ConfigContainer attribute) MIXED_PRECISION_RECIPES (in module bridge.training.mixed_precision) mixed_precision_wrapper (bridge.models.model_provider.GetModelKwargs attribute) MixedPackedDataloader (class in bridge.models.stepfun.data.flickr8k.packed_dataloader) MixedPrecisionConfig (class in bridge.training.mixed_precision) MLA_ROPE_SCALING_MAPPING (bridge.models.conversion.model_bridge.MegatronModelBridge attribute) mla_transformer_config (bridge.models.conversion.auto_bridge.AutoBridge property) MLAModelProvider (class in bridge.models.mla_provider) MLASelfAttentionWithoutQueryNorm (class in bridge.models.deepseek.attention) MLATransformerConfig (class in bridge.models.transformer_config) mlflow_description (bridge.training.config.LoggerConfig attribute) mlflow_experiment (bridge.training.config.LoggerConfig attribute) mlflow_log_artifacts (bridge.training.config.LoggerConfig attribute) mlflow_logger (bridge.training.state.GlobalState property) mlflow_run_name (bridge.training.config.LoggerConfig attribute) mlflow_tags (bridge.training.config.LoggerConfig attribute) mlflow_tracking_uri (bridge.training.config.LoggerConfig attribute) mlp_multipliers (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) mlp_only_layers (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) MLPEmbedder (class in bridge.diffusion.models.flux.layers) mm_token_type_ids (bridge.training.utils.visual_inputs.GenericVisualInputs attribute) mm_tokens_per_image (bridge.models.gemma_vl.gemma3_vl_provider.Gemma3VLModelProvider attribute) MMDiTLayer (class in bridge.diffusion.models.flux.flux_layer_spec) mock_batch() (in module bridge.diffusion.data.wan.wan_mock_datamodule) mock_vlm_sft_train_valid_test_datasets_provider() (in module bridge.data.builders.mock_vlm_sft) MockGPTDatasetConfig (class in bridge.training.config) MockMegatronMIMOProvider (class in bridge.data.megatron_mimo.mock_provider) MockQwen25VLDataset (class in bridge.recipes.qwen_vl.qwen25_vl_dataset) MockQwen25VLDatasetProvider (class in bridge.recipes.qwen_vl.qwen25_vl_dataset) MockVLMSFTDatasetBuilder (class in bridge.data.builders.mock_vlm_sft) MockVLMSFTDatasetConfig (class in bridge.data.builders.mock_vlm_sft) modality_columns (bridge.data.megatron_mimo.hf_provider.HFMegatronMIMODatasetProvider attribute) modality_configs (bridge.data.megatron_mimo.mock_provider.MockMegatronMIMOProvider attribute) modality_keys (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) modality_presence_prob (bridge.data.megatron_mimo.mock_provider.MockMegatronMIMOProvider attribute) modality_submodules_spec (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider attribute) model (bridge.models.hf_pretrained.base.PreTrainedBase property) (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM property) (bridge.models.hf_pretrained.masked_lm.PreTrainedMaskedLM property) (bridge.training.callbacks.CallbackContext attribute) (bridge.training.checkpointing.CheckpointLoadContext attribute) (bridge.training.checkpointing.CheckpointSaveContext attribute) (bridge.training.config.ConfigContainer attribute) (bridge.training.config.OptimizerConfigOverrideProviderContext attribute) (bridge.training.setup.SetupOutput attribute) (bridge.training.setup_megatron_mimo.MegatronMIMOSetupOutput attribute) model_channels (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) MODEL_CLASS (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35TokenClassificationModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) MODEL_CONFIG_CLASS (bridge.models.conversion.model_bridge.MegatronModelBridge attribute) model_input_names (bridge.models.qwen3_asr.hf_qwen3_asr.processing_qwen3_asr.Qwen3ASRProcessor property) model_name_or_path (bridge.diffusion.conversion.flux.flux_hf_pretrained.PreTrainedFlux property) (bridge.diffusion.conversion.wan.wan_hf_pretrained.PreTrainedWAN property) (bridge.models.hf_pretrained.base.PreTrainedBase attribute) (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM property) (bridge.models.hf_pretrained.masked_lm.PreTrainedMaskedLM property) model_owns_mtp_loss_mask_packing (bridge.models.nemotron_omni.modeling_nemotron_omni.NemotronOmniModel attribute) model_owns_packing (bridge.models.nemotron_omni.modeling_nemotron_omni.NemotronOmniModel attribute) model_slices_context_parallel_inputs (bridge.models.nemotron_omni.modeling_nemotron_omni.NemotronOmniModel attribute) model_state_components (bridge.training.utils.theoretical_memory_utils.TrainingMemoryEstimate attribute) model_type (bridge.models.bailing.configuration_bailing_moe_v2.BailingMoeV2Config attribute) MODEL_TYPE (bridge.models.conversion.model_bridge.MegatronModelBridge attribute) model_type (bridge.models.model_provider.GetModelKwargs attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.configuration_qwen3_asr.Qwen3ASRAudioEncoderConfig attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.configuration_qwen3_asr.Qwen3ASRConfig attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.configuration_qwen3_asr.Qwen3ASRTextConfig attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.configuration_qwen3_asr.Qwen3ASRThinkerConfig attribute) (bridge.models.stepfun.configuration_step35.Step35Config attribute) (bridge.models.stepfun.configuration_step37.Step37Config attribute) (bridge.models.stepfun.configuration_step37.Step37TextConfig attribute) (bridge.models.stepfun.configuration_step37.Step37VisionConfig attribute) ModelAdapter (class in bridge.diffusion.common.flow_matching.adapters.base) ModelConfig (class in bridge.models.common.base) ModelConfigNotSupportedError ModelHook (in module bridge.models.common.heads) (in module bridge.peft.utils) ModelList (in module bridge.models.common.heads) (in module bridge.peft.utils) modelopt_hybrid_stack_spec() (in module bridge.models.hybrid.hybrid_builder) (in module bridge.models.hybrid.hybrid_provider) modelopt_mamba_stack_spec() (in module bridge.models.mamba.mamba_builder) (in module bridge.models.mamba.mamba_provider) modelopt_transformer_layer_spec() (in module bridge.models.gpt.gpt_builder) (in module bridge.models.gpt_provider) ModelOptDistillConfig (class in bridge.training.post_training.distillation) ModelParallelKwargs (class in bridge.models.model_provider) ModelProviderMixin (class in bridge.models.model_provider) ModelProviderTarget (in module bridge.models.conversion.model_bridge) ModelT (in module bridge.data.iterator_utils) (in module bridge.models.model_provider) ModelType (in module bridge.peft.base) modulate() (bridge.diffusion.models.flux.flux_layer_spec.AdaLN method) (bridge.diffusion.models.wan.wan_layer_spec.WanAdaLN method) modulated_layernorm() (bridge.diffusion.models.flux.flux_layer_spec.AdaLN method) module bridge bridge.data bridge.data.base bridge.data.batch_utils bridge.data.builders bridge.data.builders.direct_hf_sft bridge.data.builders.energon bridge.data.builders.gpt_sft bridge.data.builders.mock_vlm_sft bridge.data.collators bridge.data.collators.registry bridge.data.collators.sequence bridge.data.collators.sequence_padding bridge.data.collators.sft bridge.data.collators.visual bridge.data.conversation_processing bridge.data.datasets bridge.data.datasets.direct_sft bridge.data.datasets.fim_dataset bridge.data.datasets.gpt_sft bridge.data.datasets.utils bridge.data.energon bridge.data.energon.base_energon_datamodule bridge.data.energon.hf_task_encoder bridge.data.energon.metadata bridge.data.energon.nemotron_omni_task_encoder bridge.data.energon.prepare bridge.data.energon.task_encoder_utils bridge.data.iterator_utils bridge.data.loaders bridge.data.megatron_mimo bridge.data.megatron_mimo.base_provider bridge.data.megatron_mimo.collate bridge.data.megatron_mimo.dataset bridge.data.megatron_mimo.dp_utils bridge.data.megatron_mimo.hf_provider bridge.data.megatron_mimo.loaders bridge.data.megatron_mimo.mock_provider bridge.data.megatron_mimo.sequence_pack bridge.data.packing bridge.data.packing.algorithms bridge.data.packing.config bridge.data.packing.gpt_sft bridge.data.packing.in_batch bridge.data.packing.offline bridge.data.packing.parquet bridge.data.packing.paths bridge.data.samplers bridge.data.sft_processing bridge.data.sources bridge.data.sources.hf bridge.data.sources.hf_adapters bridge.data.token_utils bridge.data.utils bridge.data.vlm_processing bridge.diffusion bridge.diffusion.base bridge.diffusion.common bridge.diffusion.common.dllm bridge.diffusion.common.flow_matching bridge.diffusion.common.flow_matching.adapters bridge.diffusion.common.flow_matching.adapters.base bridge.diffusion.common.flow_matching.adapters.simple bridge.diffusion.common.flow_matching.flow_matching_pipeline bridge.diffusion.conversion bridge.diffusion.conversion.flux bridge.diffusion.conversion.flux.flux_bridge bridge.diffusion.conversion.flux.flux_hf_pretrained bridge.diffusion.conversion.llada15 bridge.diffusion.conversion.llada15.llada15_bridge bridge.diffusion.conversion.nemotron_labs_diffusion bridge.diffusion.conversion.nemotron_labs_diffusion.nemotron_labs_diffusion_bridge bridge.diffusion.conversion.wan bridge.diffusion.conversion.wan.wan_bridge bridge.diffusion.conversion.wan.wan_hf_pretrained bridge.diffusion.data bridge.diffusion.data.common bridge.diffusion.data.common.diffusion_energon_datamodule bridge.diffusion.data.common.diffusion_sample bridge.diffusion.data.common.diffusion_task_encoder_with_sp bridge.diffusion.data.common.safe_decoder bridge.diffusion.data.common.sequence_packing_utils bridge.diffusion.data.flux bridge.diffusion.data.flux.flux_energon_datamodule bridge.diffusion.data.flux.flux_mock_datamodule bridge.diffusion.data.flux.flux_taskencoder bridge.diffusion.data.wan bridge.diffusion.data.wan.wan_energon_datamodule bridge.diffusion.data.wan.wan_mock_datamodule bridge.diffusion.data.wan.wan_taskencoder bridge.diffusion.models bridge.diffusion.models.common bridge.diffusion.models.common.dgpt_step bridge.diffusion.models.common.dit_attention bridge.diffusion.models.common.dit_embeddings bridge.diffusion.models.common.nemotron_labs_diffusion_attention bridge.diffusion.models.common.normalization bridge.diffusion.models.flux bridge.diffusion.models.flux.flow_matching bridge.diffusion.models.flux.flow_matching.flux_adapter bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline bridge.diffusion.models.flux.flux_attention bridge.diffusion.models.flux.flux_layer_spec bridge.diffusion.models.flux.flux_model bridge.diffusion.models.flux.flux_provider bridge.diffusion.models.flux.flux_step bridge.diffusion.models.flux.layers bridge.diffusion.models.llada15 bridge.diffusion.models.llada15.inference_llada15 bridge.diffusion.models.llada15.llada15_attention bridge.diffusion.models.llada15.llada15_provider bridge.diffusion.models.nemotron_labs_diffusion bridge.diffusion.models.nemotron_labs_diffusion.inference_nemotron_labs_diffusion bridge.diffusion.models.nemotron_labs_diffusion.nemotron_labs_diffusion_provider bridge.diffusion.models.wan bridge.diffusion.models.wan.flow_matching bridge.diffusion.models.wan.flow_matching.flow_inference_pipeline bridge.diffusion.models.wan.flow_matching.flow_matching_pipeline_wan bridge.diffusion.models.wan.inference bridge.diffusion.models.wan.inference.utils bridge.diffusion.models.wan.rope_utils bridge.diffusion.models.wan.utils bridge.diffusion.models.wan.wan_layer_spec bridge.diffusion.models.wan.wan_model bridge.diffusion.models.wan.wan_provider bridge.diffusion.models.wan.wan_step bridge.diffusion.recipes bridge.diffusion.recipes.flux bridge.diffusion.recipes.flux.flux bridge.diffusion.recipes.nemotron_labs_diffusion bridge.diffusion.recipes.nemotron_labs_diffusion.ar_to_dlm bridge.diffusion.recipes.nemotron_labs_diffusion.continuous_pretraining bridge.diffusion.recipes.wan bridge.diffusion.recipes.wan.wan bridge.models bridge.models._deprecation bridge.models.bailing bridge.models.bailing.bailing_moe2_bridge bridge.models.bailing.configuration_bailing_moe_v2 bridge.models.bailing.modeling_bailing_moe_v2 bridge.models.common bridge.models.common.base bridge.models.common.heads bridge.models.common.te_layers bridge.models.common.unimodal bridge.models.config bridge.models.conversion bridge.models.conversion.auto_bridge bridge.models.conversion.mapping_registry bridge.models.conversion.model_bridge bridge.models.conversion.modelopt_utils bridge.models.conversion.param_mapping bridge.models.conversion.peft_bridge bridge.models.conversion.quant_bridge bridge.models.conversion.quant_mapping bridge.models.conversion.quantization_utils bridge.models.conversion.transformers_compat bridge.models.conversion.utils bridge.models.decorators bridge.models.decorators.dispatch bridge.models.decorators.torchrun bridge.models.deepseek bridge.models.deepseek.attention bridge.models.deepseek.common bridge.models.deepseek.data bridge.models.deepseek.data.collate_fn bridge.models.deepseek.data.encoding_v4 bridge.models.deepseek.deepseek_v2_bridge bridge.models.deepseek.deepseek_v3_bridge bridge.models.deepseek.deepseek_v4_bridge bridge.models.deepseek.deepseek_v4_step bridge.models.distillation_provider bridge.models.ernie bridge.models.ernie.ernie_45_bridge bridge.models.ernie_vl bridge.models.ernie_vl.ernie45_vl_bridge bridge.models.ernie_vl.ernie45_vl_provider bridge.models.ernie_vl.modeling_ernie45_vl bridge.models.ernie_vl.modeling_ernie45_vl.ernie_decoder_layer_spec bridge.models.ernie_vl.modeling_ernie45_vl.ernie_moe_layer bridge.models.ernie_vl.modeling_ernie45_vl.model bridge.models.ernie_vl.modeling_ernie45_vl.vision_attention bridge.models.ernie_vl.modeling_ernie45_vl.vision_layer_spec bridge.models.ernie_vl.modeling_ernie45_vl.vision_model bridge.models.ernie_vl.modeling_ernie45_vl.vision_transformer_config bridge.models.exaone bridge.models.exaone.exaone4 bridge.models.exaone.exaone4.exaone4_bridge bridge.models.exaone.exaone4.exaone4_provider bridge.models.exaone.exaone45 bridge.models.exaone.exaone45.exaone45_bridge bridge.models.exaone.exaone45.exaone45_provider bridge.models.exaone.exaone45.modelling_exaone45 bridge.models.exaone.exaone45.modelling_exaone45.model bridge.models.exaone.exaone45.modelling_exaone45.rope bridge.models.exaone.exaone45.modelling_exaone45.text_model bridge.models.exaone.exaone45.modelling_exaone45.transformer_block bridge.models.exaone.exaone45.modelling_exaone45.transformer_config bridge.models.exaone.exaone45.modelling_exaone45.utils bridge.models.exaone.exaone45.modelling_exaone45.vision_model bridge.models.exaone.exaone_moe bridge.models.exaone.exaone_moe.exaone_moe_bridge bridge.models.exaone.exaone_moe.exaone_moe_provider bridge.models.falcon_h1 bridge.models.falcon_h1.falconh1_bridge bridge.models.falcon_h1.falconh1_provider bridge.models.gemma bridge.models.gemma.gemma2_bridge bridge.models.gemma.gemma2_provider bridge.models.gemma.gemma3_bridge bridge.models.gemma.gemma3_provider bridge.models.gemma.gemma4_bridge bridge.models.gemma.gemma4_provider bridge.models.gemma.gemma_bridge bridge.models.gemma.gemma_provider bridge.models.gemma.modeling_gemma4 bridge.models.gemma.modules bridge.models.gemma_vl bridge.models.gemma_vl.data bridge.models.gemma_vl.data.collate_fn bridge.models.gemma_vl.gemma3_vl_bridge bridge.models.gemma_vl.gemma3_vl_provider bridge.models.gemma_vl.gemma4_vl_bridge bridge.models.gemma_vl.gemma4_vl_provider bridge.models.gemma_vl.modeling_gemma3_vl bridge.models.gemma_vl.modeling_gemma4_vl bridge.models.glm bridge.models.glm.glm45_bridge bridge.models.glm.glm47_flash_bridge bridge.models.glm_moe_dsa bridge.models.glm_moe_dsa.glm5_bridge bridge.models.glm_moe_dsa.glm5_provider bridge.models.glm_vl bridge.models.glm_vl.data bridge.models.glm_vl.data.collate_fn bridge.models.glm_vl.glm_45v_bridge bridge.models.glm_vl.glm_45v_provider bridge.models.glm_vl.modeling_glm_45v bridge.models.gpt bridge.models.gpt.gpt_builder bridge.models.gpt.model_config bridge.models.gpt_full_te_layer_autocast_spec bridge.models.gpt_oss bridge.models.gpt_oss.gpt_oss_bridge bridge.models.gpt_provider bridge.models.hf_pretrained bridge.models.hf_pretrained.base bridge.models.hf_pretrained.causal_lm bridge.models.hf_pretrained.masked_lm bridge.models.hf_pretrained.safe_config_loader bridge.models.hf_pretrained.state bridge.models.hf_pretrained.token_classification bridge.models.hf_pretrained.utils bridge.models.hy_v3 bridge.models.hy_v3.hy_v3_bridge bridge.models.hybrid bridge.models.hybrid.hybrid_builder bridge.models.hybrid.hybrid_provider bridge.models.kimi bridge.models.kimi.kimi_bridge bridge.models.kimi.kimi_k3_bridge bridge.models.kimi.kimi_k3_layers bridge.models.kimi.kimi_k3_ops bridge.models.kimi.kimi_k3_pipeline bridge.models.kimi.kimi_k3_provider bridge.models.kimi.kimi_k3_spec bridge.models.kimi_vl bridge.models.kimi_vl.data bridge.models.kimi_vl.data.collate_fn bridge.models.kimi_vl.kimi_k25_vl_bridge bridge.models.kimi_vl.kimi_k25_vl_provider bridge.models.kimi_vl.modeling_kimi_k25_vl bridge.models.kimi_vl.utils bridge.models.llama bridge.models.llama.llama4_utils bridge.models.llama.llama_bridge bridge.models.llama_nemotron bridge.models.llama_nemotron.llama_nemotron_bridge bridge.models.llama_nemotron.llama_nemotron_provider bridge.models.logit_dtype bridge.models.mamba bridge.models.mamba.mamba_builder bridge.models.mamba.mamba_provider bridge.models.megatron_mimo bridge.models.megatron_mimo.build_model bridge.models.megatron_mimo.conversion bridge.models.megatron_mimo.conversion.mimo_model_io bridge.models.megatron_mimo.conversion.orchestrator bridge.models.megatron_mimo.llava_provider bridge.models.megatron_mimo.megatron_mimo_builder bridge.models.megatron_mimo.megatron_mimo_config bridge.models.megatron_mimo.megatron_mimo_ddp bridge.models.megatron_mimo.megatron_mimo_provider bridge.models.mimo bridge.models.mimo.mimo_bridge bridge.models.mimo_v2_flash bridge.models.mimo_v2_flash.mimo_v2_flash_bridge bridge.models.mimo_v2_flash.mimo_v2_flash_provider bridge.models.mimo_v2_flash.modeling_mimo_v2_flash bridge.models.minimax_m2 bridge.models.minimax_m2.minimax_m2_bridge bridge.models.minimax_m2.minimax_m2_provider bridge.models.minimax_m3 bridge.models.minimax_m3.minimax_m3_bridge bridge.models.minimax_m3.modeling_minimax_m3_vl bridge.models.ministral3 bridge.models.ministral3.data bridge.models.ministral3.data.collate_fn bridge.models.ministral3.ministral3_bridge bridge.models.ministral3.ministral3_provider bridge.models.ministral3.modeling_ministral3 bridge.models.mistral bridge.models.mistral.mistral_bridge bridge.models.mistral.mistral_provider bridge.models.mla_provider bridge.models.model_provider bridge.models.nemotron bridge.models.nemotron.nemotron_bridge bridge.models.nemotron_omni bridge.models.nemotron_omni.data bridge.models.nemotron_omni.data.collate_fn bridge.models.nemotron_omni.modeling_nemotron_omni bridge.models.nemotron_omni.modeling_nemotron_omni_llava bridge.models.nemotron_omni.nemotron_omni_bridge bridge.models.nemotron_omni.nemotron_omni_provider bridge.models.nemotron_omni.nemotron_omni_sound bridge.models.nemotron_omni.nemotron_omni_utils bridge.models.nemotron_vl bridge.models.nemotron_vl.data bridge.models.nemotron_vl.data.collate_fn bridge.models.nemotron_vl.modeling_nemotron_vl bridge.models.nemotron_vl.nemotron_vl_bridge bridge.models.nemotron_vl.nemotron_vl_provider bridge.models.nemotron_vl.nemotron_vl_utils bridge.models.nemotronh bridge.models.nemotronh.nemotron_h_bridge bridge.models.olmoe bridge.models.olmoe.olmoe_bridge bridge.models.olmoe.olmoe_provider bridge.models.qwen bridge.models.qwen.qwen2_bridge bridge.models.qwen.qwen35_bridge bridge.models.qwen.qwen3_bridge bridge.models.qwen.qwen3_moe_bridge bridge.models.qwen.qwen3_next_bridge bridge.models.qwen3_asr bridge.models.qwen3_asr.hf_qwen3_asr bridge.models.qwen3_asr.hf_qwen3_asr.configuration_qwen3_asr bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr bridge.models.qwen3_asr.hf_qwen3_asr.processing_qwen3_asr bridge.models.qwen3_asr.modeling_qwen3_asr bridge.models.qwen3_asr.modeling_qwen3_asr.model bridge.models.qwen3_asr.modeling_qwen3_asr.rope bridge.models.qwen3_asr.modeling_qwen3_asr.thinker_model bridge.models.qwen3_asr.modeling_qwen3_asr.transformer_config bridge.models.qwen3_asr.qwen3_asr_bridge bridge.models.qwen3_asr.qwen3_asr_provider bridge.models.qwen_audio bridge.models.qwen_audio.data bridge.models.qwen_audio.data.collate_fn bridge.models.qwen_audio.modeling_qwen2_audio bridge.models.qwen_audio.qwen2_audio_bridge bridge.models.qwen_audio.qwen2_audio_provider bridge.models.qwen_omni bridge.models.qwen_omni.data bridge.models.qwen_omni.data.collate_fn bridge.models.qwen_omni.modeling_qwen25_omni bridge.models.qwen_omni.modeling_qwen25_omni.model bridge.models.qwen_omni.modeling_qwen25_omni.rope bridge.models.qwen_omni.modeling_qwen25_omni.thinker_model bridge.models.qwen_omni.modeling_qwen25_omni.transformer_config bridge.models.qwen_omni.modeling_qwen3_omni bridge.models.qwen_omni.modeling_qwen3_omni.model bridge.models.qwen_omni.modeling_qwen3_omni.rope bridge.models.qwen_omni.modeling_qwen3_omni.thinker_model bridge.models.qwen_omni.modeling_qwen3_omni.transformer_config bridge.models.qwen_omni.qwen25_omni_bridge bridge.models.qwen_omni.qwen25_omni_provider bridge.models.qwen_omni.qwen3_omni_bridge bridge.models.qwen_omni.qwen3_omni_provider bridge.models.qwen_omni.qwen3_omni_step bridge.models.qwen_vl bridge.models.qwen_vl.data bridge.models.qwen_vl.data.collate_fn bridge.models.qwen_vl.data.energon bridge.models.qwen_vl.modeling_qwen25_vl bridge.models.qwen_vl.modelling_qwen3_vl bridge.models.qwen_vl.modelling_qwen3_vl.attention bridge.models.qwen_vl.modelling_qwen3_vl.model bridge.models.qwen_vl.modelling_qwen3_vl.rope bridge.models.qwen_vl.modelling_qwen3_vl.text_model bridge.models.qwen_vl.modelling_qwen3_vl.token_classification bridge.models.qwen_vl.modelling_qwen3_vl.transformer_block bridge.models.qwen_vl.modelling_qwen3_vl.transformer_config bridge.models.qwen_vl.modelling_qwen3_vl.utils bridge.models.qwen_vl.modelling_qwen3_vl.vision_model bridge.models.qwen_vl.qwen25_vl_bridge bridge.models.qwen_vl.qwen25_vl_provider bridge.models.qwen_vl.qwen35_vl_bridge bridge.models.qwen_vl.qwen35_vl_provider bridge.models.qwen_vl.qwen3_vl_bridge bridge.models.qwen_vl.qwen3_vl_provider bridge.models.qwen_vl.qwen3_vl_step 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bridge.recipes.minimax.h100.minimax_m3 bridge.recipes.minimax.minimax_m3 bridge.recipes.ministral3 bridge.recipes.ministral3.h100 bridge.recipes.ministral3.h100.ministral3 bridge.recipes.ministral3.ministral3 bridge.recipes.moonlight bridge.recipes.moonlight.h100 bridge.recipes.moonlight.h100.moonlight_16b bridge.recipes.moonlight.moonlight_16b bridge.recipes.nemotron_omni bridge.recipes.nemotron_omni.h100 bridge.recipes.nemotron_omni.h100.nemotron_omni bridge.recipes.nemotron_omni.nemotron_omni bridge.recipes.nemotron_vl bridge.recipes.nemotron_vl.h100 bridge.recipes.nemotron_vl.h100.nemotron_nano_v2_vl bridge.recipes.nemotron_vl.nemotron_nano_v2_vl bridge.recipes.nemotronh bridge.recipes.nemotronh.gb200 bridge.recipes.nemotronh.gb200.nemotron_3_nano bridge.recipes.nemotronh.gb200.nemotron_3_super bridge.recipes.nemotronh.h100 bridge.recipes.nemotronh.h100.nemotron_3_nano bridge.recipes.nemotronh.h100.nemotron_3_nano_4b bridge.recipes.nemotronh.h100.nemotron_3_super bridge.recipes.nemotronh.h100.nemotron_3_ultra bridge.recipes.nemotronh.h100.nemotron_nano_v2 bridge.recipes.nemotronh.h100.nemotronh bridge.recipes.nemotronh.nemotron_3_nano bridge.recipes.nemotronh.nemotron_3_nano_4b bridge.recipes.nemotronh.nemotron_3_super bridge.recipes.nemotronh.nemotron_3_ultra bridge.recipes.nemotronh.nemotron_nano_v2 bridge.recipes.nemotronh.nemotronh bridge.recipes.olmoe bridge.recipes.olmoe.h100 bridge.recipes.olmoe.h100.olmoe_7b bridge.recipes.olmoe.olmoe_7b bridge.recipes.qwen bridge.recipes.qwen.gb200 bridge.recipes.qwen.gb200.qwen35 bridge.recipes.qwen.gb200.qwen3_moe bridge.recipes.qwen.h100 bridge.recipes.qwen.h100.qwen2 bridge.recipes.qwen.h100.qwen3 bridge.recipes.qwen.h100.qwen3_moe bridge.recipes.qwen.h100.qwen3_next bridge.recipes.qwen.qwen2 bridge.recipes.qwen.qwen3 bridge.recipes.qwen.qwen35 bridge.recipes.qwen.qwen3_moe bridge.recipes.qwen.qwen3_next bridge.recipes.qwen2_audio bridge.recipes.qwen2_audio.h100 bridge.recipes.qwen2_audio.h100.qwen2_audio bridge.recipes.qwen2_audio.qwen2_audio bridge.recipes.qwen_omni bridge.recipes.qwen_omni.h100 bridge.recipes.qwen_omni.h100.qwen3_omni bridge.recipes.qwen_omni.qwen3_omni bridge.recipes.qwen_vl bridge.recipes.qwen_vl.gb200 bridge.recipes.qwen_vl.gb200.qwen35_vl bridge.recipes.qwen_vl.h100 bridge.recipes.qwen_vl.h100.qwen25_vl bridge.recipes.qwen_vl.h100.qwen35_vl bridge.recipes.qwen_vl.h100.qwen3_vl bridge.recipes.qwen_vl.qwen25_vl bridge.recipes.qwen_vl.qwen25_vl_dataset bridge.recipes.qwen_vl.qwen35_vl bridge.recipes.qwen_vl.qwen3_vl bridge.recipes.run_plugins bridge.recipes.stepfun bridge.recipes.stepfun.h100 bridge.recipes.stepfun.h100.step35 bridge.recipes.stepfun.h100.step37 bridge.recipes.stepfun.step35 bridge.recipes.stepfun.step37 bridge.recipes.utils bridge.recipes.utils.dataset_utils bridge.recipes.utils.determinism_utils bridge.recipes.utils.environment_utils bridge.recipes.utils.naming bridge.recipes.utils.optimizer_utils bridge.recipes.utils.tokenizer_utils bridge.recipes.wan bridge.recipes.wan.h100 bridge.recipes.wan.h100.wan bridge.training bridge.training.audio_lm_step bridge.training.callbacks bridge.training.checkpointing bridge.training.comm_overlap bridge.training.config bridge.training.distill bridge.training.eval bridge.training.eval_context_parallel_rebinding bridge.training.fault_tolerance bridge.training.finetune bridge.training.flex_dispatcher_backend bridge.training.forward_step_func_types bridge.training.fsdp_compat bridge.training.gpt_step bridge.training.gtp bridge.training.initialize bridge.training.inprocess_restart bridge.training.llava_step bridge.training.losses bridge.training.megatron_mimo_parallel_utils bridge.training.megatron_mimo_step bridge.training.mixed_precision bridge.training.mlm_compat bridge.training.mlm_compat.activations bridge.training.mlm_compat.arguments bridge.training.mlm_compat.model bridge.training.model_load_save bridge.training.nemotron_omni_step bridge.training.nvrx_straggler bridge.training.optim bridge.training.post_training bridge.training.post_training.checkpointing bridge.training.post_training.distillation bridge.training.post_training.dspark bridge.training.post_training.dspark.heads bridge.training.post_training.dspark.loss bridge.training.pretrain bridge.training.pretrain_megatron_mimo bridge.training.profiling bridge.training.setup bridge.training.setup_megatron_mimo bridge.training.state bridge.training.tensor_inspect bridge.training.tokenizers bridge.training.tokenizers.config bridge.training.tokenizers.tokenizer bridge.training.train bridge.training.train_megatron_mimo bridge.training.utils bridge.training.utils.batch_utils bridge.training.utils.checkpoint_utils bridge.training.utils.comet_utils bridge.training.utils.config_utils bridge.training.utils.flop_utils bridge.training.utils.log_utils bridge.training.utils.mlflow_utils bridge.training.utils.moe_token_drop bridge.training.utils.omegaconf_utils bridge.training.utils.packed_seq_utils bridge.training.utils.padding_utils bridge.training.utils.pg_utils bridge.training.utils.sig_utils bridge.training.utils.theoretical_memory_utils bridge.training.utils.train_utils bridge.training.utils.visual_inputs bridge.training.utils.wandb_utils bridge.training.vlm_step bridge.utils bridge.utils.activation_map bridge.utils.common_utils bridge.utils.cuda_graph bridge.utils.decorators bridge.utils.fusions bridge.utils.import_utils bridge.utils.instantiate_utils bridge.utils.safe_pickle bridge.utils.safe_url bridge.utils.slurm_utils bridge.utils.vocab_utils bridge.utils.yaml_utils module_name (bridge.data.collators.registry._ModelCollateSpec attribute) (bridge.training.checkpointing.CheckpointLoadContext attribute) (bridge.training.checkpointing.CheckpointSaveContext attribute) module_names (bridge.models.megatron_mimo.megatron_mimo_config.MegatronMIMOParallelismConfig property) module_output_ndim (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOInfra attribute) (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider attribute) module_parallelisms (bridge.models.megatron_mimo.megatron_mimo_config.MegatronMIMOParallelismConfig attribute) module_to_grid_map (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOInfra attribute) module_to_grid_tuple (bridge.training.setup_megatron_mimo.MegatronMIMOSetupOutput attribute) ModuleDict (class in bridge.peft.canonical_lora) ModuleFunc (in module bridge.peft.walk_utils) ModuleMatcher (class in bridge.peft.module_matcher) ModuleParallelismConfig (class in bridge.models.megatron_mimo.megatron_mimo_config) ModulePredicate (in module bridge.peft.walk_utils) moe (bridge.training.utils.theoretical_memory_utils._LayerCounts attribute) moe_aux_loss_coeff (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) moe_enable_deepep (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) moe_enable_routing_replay (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) moe_expert_capacity_factor (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) moe_experts_stored_packed() (in module bridge.models.conversion.utils) moe_ffn_hidden_size (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) moe_grouped_gemm (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) moe_infer() (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2SparseMoeBlock method) moe_intermediate_size (bridge.models.ernie_vl.ernie45_vl_provider.Ernie45VLModelProvider attribute) moe_layer_freq (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) moe_permute_fusion (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) moe_router_bias_update_rate (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) moe_router_dtype (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) moe_router_enable_expert_bias (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) moe_router_load_balancing_type (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) moe_router_pre_softmax (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) moe_router_score_function (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) moe_router_topk (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) moe_router_topk_scaling_factor (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) moe_shared_expert_gate (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) moe_shared_expert_intermediate_size (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) moe_shared_expert_overlap (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) moe_token_dispatcher_type (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) moe_z_loss_coeff (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) MoeAmaxFanoutMapping (class in bridge.models.conversion.quant_mapping) MoEV2CausalLMOutputWithPast (class in bridge.models.bailing.modeling_bailing_moe_v2) MoeV2ModelOutputWithPast (class in bridge.models.bailing.modeling_bailing_moe_v2) monitor_process_interval (bridge.training.config.InProcessRestartConfig attribute) monitor_process_logdir (bridge.training.config.InProcessRestartConfig attribute) monitor_thread_interval (bridge.training.config.InProcessRestartConfig attribute) moonlight_16b_peft_2gpu_h100_bf16_config() (in module bridge.recipes.moonlight.h100.moonlight_16b) moonlight_16b_peft_4gpu_h100_bf16_config() (in module bridge.recipes.moonlight.h100.moonlight_16b) moonlight_16b_pretrain_16gpu_h100_bf16_config() (in module bridge.recipes.moonlight.h100.moonlight_16b) moonlight_16b_pretrain_8gpu_h100_bf16_config() (in module bridge.recipes.moonlight.h100.moonlight_16b) moonlight_16b_sft_8gpu_h100_bf16_8k_config() (in module bridge.recipes.moonlight.h100.moonlight_16b) moonlight_16b_sft_8gpu_h100_bf16_config() (in module bridge.recipes.moonlight.h100.moonlight_16b) moonlight_16b_sft_8gpu_h100_bf16_tp1_config() (in module bridge.recipes.moonlight.h100.moonlight_16b) mrope_section (bridge.models.ernie_vl.ernie45_vl_provider.Ernie45VLModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.qwen3_asr.modeling_qwen3_asr.transformer_config.Qwen3ASRTransformerConfig attribute) (bridge.models.qwen3_asr.qwen3_asr_provider.Qwen3ASRModelProvider attribute) (bridge.models.qwen_omni.modeling_qwen25_omni.transformer_config.Qwen25OmniTransformerConfig attribute) (bridge.models.qwen_omni.modeling_qwen3_omni.transformer_config.Qwen3OmniTransformerConfig attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_config.Qwen3VLTransformerConfig attribute) (bridge.models.qwen_vl.qwen25_vl_provider.Qwen25VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) mscale (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) mscale_all_dim (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) mtp_block_spec() (in module bridge.models.gpt_provider) MTP_CONFIG_FIELDS (in module bridge.models.conversion.auto_bridge) mtp_enabled (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35TokenClassificationModelProvider attribute) mtp_hybrid_override_pattern (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) mtp_layer_spec_transform (bridge.models.gpt_provider.GPTModelProvider attribute) mtp_layer_types (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) mtp_logits (bridge.models.bailing.modeling_bailing_moe_v2.MoEV2CausalLMOutputWithPast attribute) mtp_loss (bridge.models.bailing.modeling_bailing_moe_v2.MoEV2CausalLMOutputWithPast attribute) mtp_loss_scaling_factor (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) mtp_num_layers (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35TokenClassificationModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) mtp_sliding_windows (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) multi_latent_attention (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) multicrop_image_placeholder (bridge.models.stepfun.data.flickr8k.template.Step37MultimodalTemplate attribute) MULTICROP_IMAGE_PLACEHOLDER (in module bridge.models.stepfun.data.flickr8k.template) multicrop_patch_placeholder (bridge.models.stepfun.data.flickr8k.template.Step37MultimodalTemplate attribute) MULTICROP_PATCH_PLACEHOLDER (in module bridge.models.stepfun.data.flickr8k.template) MultiLoRA (class in bridge.peft.multi_lora) MultiLoRAGroupedExpertLinear (class in bridge.peft.multi_lora_layers) MultiLoRALinear (class in bridge.peft.multi_lora_layers) multimodal_attn_impl (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) multimodal_projector_bias (bridge.models.minimax_m3.minimax_m3_bridge.MiniMaxM3VLModelProvider attribute) MultimodalSFTSample (class in bridge.models.stepfun.data.flickr8k.template) multimodule_communicator (bridge.training.setup_megatron_mimo.MegatronMIMOSetupOutput attribute) multimodule_no_sync() (in module bridge.training.megatron_mimo_parallel_utils) multimodule_pg_collection (bridge.training.setup_megatron_mimo.MegatronMIMOSetupOutput attribute) MultiTypeMoeSubmodules (class in bridge.models.ernie_vl.modeling_ernie45_vl.ernie_moe_layer) MXFP4_BLOCK_SIZE (in module bridge.models.conversion.quantization_utils) N n_adapters (bridge.peft.multi_lora.MultiLoRA attribute) name (bridge.models.conversion.param_mapping.LocalHFParamSpec attribute) (bridge.models.megatron_mimo.conversion.orchestrator.MIMOComponent attribute) (bridge.recipes.run_plugins.CometPlugin attribute) (bridge.recipes.run_plugins.CometPluginScriptArgs attribute) (bridge.recipes.run_plugins.WandbPlugin attribute) (bridge.recipes.run_plugins.WandbPluginScriptArgs attribute) (bridge.training.utils.theoretical_memory_utils.MemoryComponentEstimate attribute) nanov2_bf16_with_fp8_current_scaling_mixed() (in module bridge.training.mixed_precision) needs_global_state_injection() (in module bridge.training.utils.train_utils) NEMO_CACHE_HOME (in module bridge.data.datasets.gpt_sft) NEMO_DATASETS_CACHE (in module bridge.data.datasets.gpt_sft) NEMO_MODELS_CACHE (in module bridge.data.datasets.gpt_sft) nemotron_3_5_lightning_peft_config() (in module bridge.recipes.nemotronh.h100.nemotron_3_nano) nemotron_3_5_lightning_pretrain_16gpu_h100_bf16_config() (in module bridge.perf_recipes.nemotronh.h100.nemotronh) nemotron_3_5_lightning_pretrain_16gpu_h100_fp8cs_config() (in module bridge.perf_recipes.nemotronh.h100.nemotronh) nemotron_3_5_lightning_pretrain_8gpu_b200_bf16_config() (in module bridge.perf_recipes.nemotronh.b200.nemotronh) nemotron_3_5_lightning_pretrain_8gpu_b200_fp8mx_config() (in module bridge.perf_recipes.nemotronh.b200.nemotronh) nemotron_3_5_lightning_pretrain_8gpu_b200_nvfp4_config() (in module bridge.perf_recipes.nemotronh.b200.nemotronh) nemotron_3_5_lightning_pretrain_8gpu_b300_bf16_config() (in module bridge.perf_recipes.nemotronh.b300.nemotronh) nemotron_3_5_lightning_pretrain_8gpu_b300_fp8mx_config() (in module bridge.perf_recipes.nemotronh.b300.nemotronh) nemotron_3_5_lightning_pretrain_8gpu_b300_nvfp4_config() (in module bridge.perf_recipes.nemotronh.b300.nemotronh) nemotron_3_5_lightning_pretrain_8gpu_gb200_bf16_config() (in module bridge.perf_recipes.nemotronh.gb200.nemotronh) nemotron_3_5_lightning_pretrain_8gpu_gb200_fp8mx_config() (in module bridge.perf_recipes.nemotronh.gb200.nemotronh) nemotron_3_5_lightning_pretrain_8gpu_gb200_fp8mx_fsdp_config() (in module bridge.perf_recipes.nemotronh.gb200.nemotronh) nemotron_3_5_lightning_pretrain_8gpu_gb200_nvfp4_config() (in module bridge.perf_recipes.nemotronh.gb200.nemotronh) nemotron_3_5_lightning_pretrain_8gpu_gb300_bf16_config() (in module bridge.perf_recipes.nemotronh.gb300.nemotronh) nemotron_3_5_lightning_pretrain_8gpu_gb300_fp8mx_config() (in module bridge.perf_recipes.nemotronh.gb300.nemotronh) nemotron_3_5_lightning_pretrain_8gpu_gb300_fp8mx_fsdp_config() (in module bridge.perf_recipes.nemotronh.gb300.nemotronh) nemotron_3_5_lightning_pretrain_8gpu_gb300_nvfp4_config() (in module bridge.perf_recipes.nemotronh.gb300.nemotronh) nemotron_3_5_lightning_pretrain_8k_config() (in module bridge.recipes.nemotronh.gb200.nemotron_3_nano) nemotron_3_5_lightning_pretrain_8k_fsdp_config() (in module bridge.recipes.nemotronh.gb200.nemotron_3_nano) nemotron_3_5_lightning_pretrain_config() (in module bridge.recipes.nemotronh.h100.nemotron_3_nano) nemotron_3_5_lightning_sft_config() (in module bridge.recipes.nemotronh.h100.nemotron_3_nano) nemotron_3_5_lightning_sft_openmathinstruct2_packed_config() (in module bridge.recipes.nemotronh.h100.nemotron_3_nano) nemotron_3_5_lightning_sft_openmathinstruct2_packed_tp1_config() (in module bridge.recipes.nemotronh.gb200.nemotron_3_nano) nemotron_3_nano_4b_peft_8gpu_h100_bf16_config() (in module bridge.recipes.nemotronh.h100.nemotron_3_nano_4b) nemotron_3_nano_4b_pretrain_8gpu_h100_bf16_config() (in module bridge.recipes.nemotronh.h100.nemotron_3_nano_4b) nemotron_3_nano_4b_sft_8gpu_h100_bf16_32k_config() (in module bridge.recipes.nemotronh.h100.nemotron_3_nano_4b) nemotron_3_nano_4b_sft_8gpu_h100_bf16_config() (in module bridge.recipes.nemotronh.h100.nemotron_3_nano_4b) nemotron_3_nano_gb200_pretrain_config (in module bridge.recipes.nemotronh.gb200.nemotron_3_nano) nemotron_3_nano_peft_8gpu_h100_bf16_config() (in module bridge.recipes.nemotronh.h100.nemotron_3_nano) nemotron_3_nano_pretrain_16gpu_h100_bf16_config() (in module bridge.perf_recipes.nemotronh.h100.nemotronh) nemotron_3_nano_pretrain_16gpu_h100_fp8cs_config() (in module bridge.perf_recipes.nemotronh.h100.nemotronh) nemotron_3_nano_pretrain_8gpu_b200_bf16_config() (in module bridge.perf_recipes.nemotronh.b200.nemotronh) nemotron_3_nano_pretrain_8gpu_b200_fp8mx_config() (in module bridge.perf_recipes.nemotronh.b200.nemotronh) nemotron_3_nano_pretrain_8gpu_b200_nvfp4_config() (in module bridge.perf_recipes.nemotronh.b200.nemotronh) nemotron_3_nano_pretrain_8gpu_b300_bf16_config() (in module bridge.perf_recipes.nemotronh.b300.nemotronh) nemotron_3_nano_pretrain_8gpu_b300_fp8mx_config() (in module bridge.perf_recipes.nemotronh.b300.nemotronh) nemotron_3_nano_pretrain_8gpu_b300_nvfp4_config() (in module bridge.perf_recipes.nemotronh.b300.nemotronh) nemotron_3_nano_pretrain_8gpu_gb200_bf16_config() (in module bridge.perf_recipes.nemotronh.gb200.nemotronh) (in module bridge.recipes.nemotronh.gb200.nemotron_3_nano) nemotron_3_nano_pretrain_8gpu_gb200_fp8mx_config() (in module bridge.perf_recipes.nemotronh.gb200.nemotronh) nemotron_3_nano_pretrain_8gpu_gb200_nvfp4_config() (in module bridge.perf_recipes.nemotronh.gb200.nemotronh) nemotron_3_nano_pretrain_8gpu_gb300_bf16_config() (in module bridge.perf_recipes.nemotronh.gb300.nemotronh) nemotron_3_nano_pretrain_8gpu_gb300_fp8mx_config() (in module bridge.perf_recipes.nemotronh.gb300.nemotronh) nemotron_3_nano_pretrain_8gpu_gb300_fp8mx_ncclep_config() (in module bridge.perf_recipes.nemotronh.gb300.nemotronh) nemotron_3_nano_pretrain_8gpu_gb300_nvfp4_config() (in module bridge.perf_recipes.nemotronh.gb300.nemotronh) nemotron_3_nano_pretrain_8gpu_h100_bf16_config() (in module bridge.recipes.nemotronh.h100.nemotron_3_nano) nemotron_3_nano_pretrain_8gpu_vr200_bf16_config() (in module bridge.perf_recipes.nemotronh.vr200.nemotronh) nemotron_3_nano_pretrain_8gpu_vr200_fp8mx_config() (in module bridge.perf_recipes.nemotronh.vr200.nemotronh) nemotron_3_nano_pretrain_8gpu_vr200_nvfp4_config() (in module bridge.perf_recipes.nemotronh.vr200.nemotronh) nemotron_3_nano_sft_8gpu_h100_bf16_config() (in module bridge.recipes.nemotronh.h100.nemotron_3_nano) nemotron_3_super_bf16_with_nvfp4_mixed() (in module bridge.training.mixed_precision) NEMOTRON_3_SUPER_HF_MODEL_ID (in module bridge.recipes.nemotronh.h100.nemotron_3_super) nemotron_3_super_peft_16gpu_h100_bf16_config() (in module bridge.recipes.nemotronh.h100.nemotron_3_super) nemotron_3_super_peft_1gpu_h100_bf16_config() (in module bridge.recipes.nemotronh.h100.nemotron_3_super) nemotron_3_super_pretrain_16gpu_h100_bf16_config() (in module bridge.recipes.nemotronh.h100.nemotron_3_super) nemotron_3_super_pretrain_64gpu_b200_bf16_config() (in module bridge.perf_recipes.nemotronh.b200.nemotronh) nemotron_3_super_pretrain_64gpu_b200_fp8mx_config() (in module bridge.perf_recipes.nemotronh.b200.nemotronh) nemotron_3_super_pretrain_64gpu_b200_nvfp4_config() (in module bridge.perf_recipes.nemotronh.b200.nemotronh) nemotron_3_super_pretrain_64gpu_b300_bf16_config() (in module bridge.perf_recipes.nemotronh.b300.nemotronh) nemotron_3_super_pretrain_64gpu_b300_fp8mx_config() (in module bridge.perf_recipes.nemotronh.b300.nemotronh) nemotron_3_super_pretrain_64gpu_b300_nvfp4_config() (in module bridge.perf_recipes.nemotronh.b300.nemotronh) nemotron_3_super_pretrain_64gpu_gb200_bf16_config() (in module bridge.perf_recipes.nemotronh.gb200.nemotronh) (in module bridge.recipes.nemotronh.gb200.nemotron_3_super) nemotron_3_super_pretrain_64gpu_gb200_fp8mx_config() (in module bridge.perf_recipes.nemotronh.gb200.nemotronh) nemotron_3_super_pretrain_64gpu_gb200_nvfp4_config() (in module bridge.perf_recipes.nemotronh.gb200.nemotronh) nemotron_3_super_pretrain_64gpu_gb300_bf16_config() (in module bridge.perf_recipes.nemotronh.gb300.nemotronh) nemotron_3_super_pretrain_64gpu_gb300_fp8mx_config() (in module bridge.perf_recipes.nemotronh.gb300.nemotronh) nemotron_3_super_pretrain_64gpu_gb300_nvfp4_config() (in module bridge.perf_recipes.nemotronh.gb300.nemotronh) nemotron_3_super_pretrain_64gpu_h100_bf16_config() (in module bridge.perf_recipes.nemotronh.h100.nemotronh) nemotron_3_super_pretrain_64gpu_vr200_bf16_config() (in module bridge.perf_recipes.nemotronh.vr200.nemotronh) nemotron_3_super_pretrain_64gpu_vr200_fp8mx_config() (in module bridge.perf_recipes.nemotronh.vr200.nemotronh) nemotron_3_super_pretrain_64gpu_vr200_nvfp4_config() (in module bridge.perf_recipes.nemotronh.vr200.nemotronh) nemotron_3_super_pretrain_config() (in module bridge.recipes.nemotronh.nemotron_3_super) nemotron_3_super_sft_16gpu_h100_bf16_32k_config() (in module bridge.recipes.nemotronh.h100.nemotron_3_super) nemotron_3_super_sft_16gpu_h100_bf16_config() (in module bridge.recipes.nemotronh.h100.nemotron_3_super) NEMOTRON_3_ULTRA_HF_MODEL_ID (in module bridge.recipes.nemotronh.h100.nemotron_3_ultra) NEMOTRON_3_ULTRA_OPENMATHINSTRUCT2_SEQ_LENGTH (in module bridge.recipes.nemotronh.h100.nemotron_3_ultra) nemotron_3_ultra_peft_32gpu_h100_bf16_openmathinstruct2_packed_config() (in module bridge.recipes.nemotronh.h100.nemotron_3_ultra) nemotron_3_ultra_pretrain_24gpu_h100_bf16_config() (in module bridge.recipes.nemotronh.h100.nemotron_3_ultra) nemotron_3_ultra_pretrain_256gpu_gb200_fp8mx_config() (in module bridge.perf_recipes.nemotronh.gb200.nemotronh) nemotron_3_ultra_pretrain_256gpu_gb300_fp8mx_config() (in module bridge.perf_recipes.nemotronh.gb300.nemotronh) nemotron_3_ultra_pretrain_256gpu_vr200_fp8mx_config() (in module bridge.perf_recipes.nemotronh.vr200.nemotronh) NEMOTRON_3_ULTRA_PRETRAIN_SEQ_LENGTH (in module bridge.recipes.nemotronh.h100.nemotron_3_ultra) nemotron_3_ultra_sft_192gpu_h100_bf16_openmathinstruct2_packed_config() (in module bridge.recipes.nemotronh.h100.nemotron_3_ultra) NEMOTRON_3_ULTRA_TOKENIZER_NAME (in module bridge.recipes.nemotronh.h100.nemotron_3_ultra) nemotron_h_bf16_with_fp8_current_scaling_mixed() (in module bridge.training.mixed_precision) nemotron_labs_diffusion_14b_finetune_config() (in module bridge.diffusion.recipes.nemotron_labs_diffusion.continuous_pretraining) nemotron_labs_diffusion_14b_pretrain_config() (in module bridge.diffusion.recipes.nemotron_labs_diffusion.ar_to_dlm) nemotron_labs_diffusion_3b_finetune_config() (in module bridge.diffusion.recipes.nemotron_labs_diffusion.continuous_pretraining) nemotron_labs_diffusion_3b_pretrain_config() (in module bridge.diffusion.recipes.nemotron_labs_diffusion.ar_to_dlm) nemotron_labs_diffusion_8b_finetune_config() (in module bridge.diffusion.recipes.nemotron_labs_diffusion.continuous_pretraining) nemotron_labs_diffusion_8b_pretrain_config() (in module bridge.diffusion.recipes.nemotron_labs_diffusion.ar_to_dlm) nemotron_labs_diffusion_pretrain_config() (in module bridge.diffusion.recipes.nemotron_labs_diffusion.ar_to_dlm) nemotron_nano_12b_v2_peft_1gpu_h100_bf16_config() (in module bridge.recipes.nemotronh.h100.nemotron_nano_v2) nemotron_nano_12b_v2_pretrain_4gpu_h100_bf16_config() (in module bridge.recipes.nemotronh.h100.nemotron_nano_v2) nemotron_nano_12b_v2_sft_4gpu_h100_bf16_config() (in module bridge.recipes.nemotronh.h100.nemotron_nano_v2) nemotron_nano_9b_v2_peft_1gpu_h100_bf16_config() (in module bridge.recipes.nemotronh.h100.nemotron_nano_v2) nemotron_nano_9b_v2_pretrain_2gpu_h100_bf16_config() (in module bridge.recipes.nemotronh.h100.nemotron_nano_v2) nemotron_nano_9b_v2_sft_2gpu_h100_bf16_config() (in module bridge.recipes.nemotronh.h100.nemotron_nano_v2) nemotron_nano_v2_vl_12b_peft_2gpu_h100_bf16_config() (in module bridge.recipes.nemotron_vl.h100.nemotron_nano_v2_vl) nemotron_nano_v2_vl_12b_sft_4gpu_h100_bf16_config() (in module bridge.recipes.nemotron_vl.h100.nemotron_nano_v2_vl) nemotron_nano_v2_vl_collate_fn() (in module bridge.models.nemotron_vl.data.collate_fn) nemotron_omni_collate_fn() (in module bridge.models.nemotron_omni.data.collate_fn) nemotron_omni_contract (bridge.models.nemotron_omni.nemotron_omni_provider._NemotronOmniModelProviderBase attribute) nemotron_omni_cord_v2_long_context_sft_8gpu_h100_bf16_config() (in module bridge.recipes.nemotron_omni.h100.nemotron_omni) nemotron_omni_cord_v2_peft_4gpu_h100_bf16_config() (in module bridge.recipes.nemotron_omni.h100.nemotron_omni) nemotron_omni_cord_v2_peft_8gpu_h100_bf16_config() (in module bridge.recipes.nemotron_omni.h100.nemotron_omni) nemotron_omni_cord_v2_sft_4gpu_h100_bf16_config() (in module bridge.recipes.nemotron_omni.h100.nemotron_omni) nemotron_omni_cord_v2_sft_8gpu_h100_bf16_config() (in module bridge.recipes.nemotron_omni.h100.nemotron_omni) nemotron_omni_expanded_collate_fn() (in module bridge.models.nemotron_omni.data.collate_fn) NEMOTRON_OMNI_EXPANDED_SEQUENCE_CONTRACT (in module bridge.models.nemotron_omni.nemotron_omni_provider) nemotron_omni_llava_collate_fn() (in module bridge.models.nemotron_omni.data.collate_fn) NEMOTRON_OMNI_LLAVA_CONTRACT (in module bridge.models.nemotron_omni.nemotron_omni_provider) nemotron_omni_valor32k_peft_4gpu_h100_bf16_config() (in module bridge.recipes.nemotron_omni.h100.nemotron_omni) nemotron_omni_valor32k_sft_4gpu_h100_bf16_config() (in module bridge.recipes.nemotron_omni.h100.nemotron_omni) NEMOTRON_VL_ASSISTANT_END (in module bridge.models.nemotron_vl.data.collate_fn) NEMOTRON_VL_ASSISTANT_START (in module bridge.models.nemotron_vl.data.collate_fn) NemotronBridge (class in bridge.models.nemotron.nemotron_bridge) nemotronh_47b_peft_4gpu_h100_bf16_config() (in module bridge.recipes.nemotronh.h100.nemotronh) nemotronh_47b_pretrain_8gpu_h100_bf16_config() (in module bridge.recipes.nemotronh.h100.nemotronh) nemotronh_47b_sft_16gpu_h100_bf16_config() (in module bridge.recipes.nemotronh.h100.nemotronh) nemotronh_4b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.nemotronh.h100.nemotronh) nemotronh_4b_pretrain_1gpu_h100_bf16_config() (in module bridge.recipes.nemotronh.h100.nemotronh) nemotronh_4b_sft_1gpu_h100_bf16_config() (in module bridge.recipes.nemotronh.h100.nemotronh) nemotronh_56b_peft_4gpu_h100_bf16_config() (in module bridge.recipes.nemotronh.h100.nemotronh) nemotronh_56b_pretrain_256gpu_b200_bf16_config() (in module bridge.perf_recipes.nemotronh.b200.nemotronh) nemotronh_56b_pretrain_256gpu_b200_fp8cs_config() (in module bridge.perf_recipes.nemotronh.b200.nemotronh) nemotronh_56b_pretrain_256gpu_gb300_bf16_config() (in module bridge.perf_recipes.nemotronh.gb300.nemotronh) nemotronh_56b_pretrain_256gpu_gb300_fp8cs_config() (in module bridge.perf_recipes.nemotronh.gb300.nemotronh) nemotronh_56b_pretrain_64gpu_b200_fp8cs_config() (in module bridge.perf_recipes.nemotronh.b200.nemotronh) nemotronh_56b_pretrain_64gpu_b300_fp8cs_config() (in module bridge.perf_recipes.nemotronh.b300.nemotronh) nemotronh_56b_pretrain_64gpu_gb200_fp8cs_config() (in module bridge.perf_recipes.nemotronh.gb200.nemotronh) nemotronh_56b_pretrain_64gpu_gb300_fp8cs_config() (in module bridge.perf_recipes.nemotronh.gb300.nemotronh) nemotronh_56b_pretrain_64gpu_h100_fp8cs_config() (in module bridge.perf_recipes.nemotronh.h100.nemotronh) nemotronh_56b_pretrain_8gpu_h100_bf16_config() (in module bridge.recipes.nemotronh.h100.nemotronh) nemotronh_56b_sft_8gpu_h100_bf16_config() (in module bridge.recipes.nemotronh.h100.nemotronh) nemotronh_8b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.nemotronh.h100.nemotronh) nemotronh_8b_pretrain_2gpu_h100_bf16_config() (in module bridge.recipes.nemotronh.h100.nemotronh) nemotronh_8b_sft_2gpu_h100_bf16_config() (in module bridge.recipes.nemotronh.h100.nemotronh) NemotronHBridge (class in bridge.models.nemotronh.nemotron_h_bridge) NemotronLabsDiffusionAttention (class in bridge.diffusion.models.common.nemotron_labs_diffusion_attention) NemotronLabsDiffusionBridge (class in bridge.diffusion.conversion.nemotron_labs_diffusion.nemotron_labs_diffusion_bridge) NemotronLabsDiffusionModelProvider (class in bridge.diffusion.models.nemotron_labs_diffusion.nemotron_labs_diffusion_provider) NemotronOmniBridge (class in bridge.models.nemotron_omni.nemotron_omni_bridge) NemotronOmniEnergonTaskEncoderConfig (class in bridge.data.builders.energon) NemotronOmniLlavaBridge (class in bridge.models.nemotron_omni.nemotron_omni_bridge) NemotronOmniLlavaModel (class in bridge.models.nemotron_omni.modeling_nemotron_omni_llava) NemotronOmniLlavaModelProvider (class in bridge.models.nemotron_omni.nemotron_omni_provider) NemotronOmniModel (class in bridge.models.nemotron_omni.modeling_nemotron_omni) NemotronOmniModelProvider (class in bridge.models.nemotron_omni.nemotron_omni_provider) NemotronOmniTaskBatch (class in bridge.data.energon.nemotron_omni_task_encoder) NemotronOmniTaskEncoder (class in bridge.data.energon.nemotron_omni_task_encoder) NemotronOmniTaskSample (in module bridge.data.energon.nemotron_omni_task_encoder) NemotronVLBridge (class in bridge.models.nemotron_vl.nemotron_vl_bridge) NemotronVLModel (class in bridge.models.nemotron_vl.modeling_nemotron_vl) NemotronVLModelProvider (class in bridge.models.nemotron_omni.nemotron_omni_provider) (class in bridge.models.nemotron_vl.nemotron_vl_provider) noisy_latents (bridge.diffusion.common.flow_matching.adapters.base.FlowMatchingContext attribute) non_persistent_ckpt (bridge.training.checkpointing.CheckpointSaveContext attribute) norm1 (bridge.diffusion.models.wan.wan_layer_spec.WanWithAdaLNSubmodules attribute) norm2 (bridge.diffusion.models.wan.wan_layer_spec.WanWithAdaLNSubmodules attribute) norm3 (bridge.diffusion.models.wan.wan_layer_spec.WanWithAdaLNSubmodules attribute) normalization (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider attribute) (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.gemma.gemma2_provider.Gemma2ModelProvider attribute) (bridge.models.gemma.gemma3_provider.Gemma3ModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.gemma.gemma_provider.GemmaModelProvider attribute) (bridge.models.gemma_vl.modeling_gemma3_vl.Gemma3VLMultimodalProjectorConfig attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) (bridge.models.llama_nemotron.llama_nemotron_provider.LlamaNemotronHeterogeneousProvider attribute) (bridge.models.mimo_v2_flash.mimo_v2_flash_provider.MiMoV2FlashModelProvider attribute) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider attribute) (bridge.models.mistral.mistral_provider.MistralModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.qwen3_asr.qwen3_asr_provider.Qwen3ASRModelProvider attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) normalize_callbacks() (in module bridge.training.callbacks) normalize_chat_conversation() (in module bridge.data.conversation_processing) normalize_direct_hf_sft_processor() (in module bridge.data.builders.direct_hf_sft) normalize_energon_vlm_sample() (in module bridge.data.conversation_processing) normalize_gpt_sft_dataset_kwargs() (in module bridge.data.builders.gpt_sft) normalize_hf_vlm_example() (in module bridge.data.conversation_processing) normalize_modulate() (bridge.diffusion.models.wan.wan_layer_spec.WanAdaLN method) normalize_moe_lora (bridge.peft.canonical_lora.CanonicalLoRA attribute) (bridge.peft.lora.LoRA attribute) (bridge.peft.multi_lora.MultiLoRA attribute) normalize_precision_name() (in module bridge.recipes.utils.naming) normalize_sft_example() (in module bridge.data.sft_processing) normalize_sft_examples() (in module bridge.data.sft_processing) normalized_for_model() (bridge.training.utils.visual_inputs.GenericVisualInputs method) (bridge.training.utils.visual_inputs.Qwen2AudioInputs method) normalized_vlm_sample_to_hf_example() (in module bridge.data.conversation_processing) NormalizedVLMSample (class in bridge.data.conversation_processing) nsys_gpu_metrics (bridge.recipes.run_plugins.NsysPlugin attribute) nsys_trace (bridge.recipes.run_plugins.NsysPlugin attribute) NsysPlugin (class in bridge.recipes.run_plugins) NsysPluginScriptArgs (class in bridge.recipes.run_plugins) null_decorator() (in module bridge.utils.import_utils) num_attention_heads (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) (bridge.models.gemma_vl.modeling_gemma3_vl.Gemma3VLMultimodalProjectorConfig attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider attribute) (bridge.models.mistral.mistral_provider.MistralModelProvider attribute) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) num_base_examples (bridge.data.builders.mock_vlm_sft.MockVLMSFTDatasetConfig attribute) num_beams (bridge.models.hf_pretrained.causal_lm.GenerateKwargs attribute) NUM_BYTES_IN_GIGABYTE (in module bridge.training.utils.theoretical_memory_utils) NUM_BYTES_IN_MEGABYTE (in module bridge.training.utils.theoretical_memory_utils) num_droped (bridge.models.stepfun.data.flickr8k.packing.PackingResult attribute) num_epochs (bridge.training.config.TrainingConfig attribute) num_floating_point_operations() (in module bridge.training.utils.flop_utils) num_floating_point_operations_so_far (bridge.training.checkpointing.CheckpointSaveContext attribute) num_frames (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskBatch attribute) (bridge.diffusion.data.common.diffusion_sample.DiffusionSample attribute) num_global_key_value_heads (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) num_global_query_groups (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) num_gpu_perf_scores_to_print (bridge.training.config.NVRxStragglerDetectionConfig attribute) num_image_tiles (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskBatch attribute) num_images (bridge.data.builders.mock_vlm_sft.MockVLMSFTDatasetConfig attribute) (bridge.recipes.qwen_vl.qwen25_vl_dataset.MockQwen25VLDatasetProvider attribute) num_in_job_restarts (bridge.recipes.run_plugins.FaultTolerancePlugin attribute) num_job_retries_on_failure (bridge.recipes.run_plugins.FaultTolerancePlugin attribute) num_joint_layers (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) num_kv_shared_layers (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) num_labels (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35TokenClassificationModelProvider attribute) num_layers (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) (bridge.models.gemma_vl.modeling_gemma3_vl.Gemma3VLMultimodalProjectorConfig attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) (bridge.models.mistral.mistral_provider.MistralModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) num_layers_at_end_in_bf16 (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.training.mixed_precision.MixedPrecisionConfig attribute) num_layers_at_start_in_bf16 (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.training.mixed_precision.MixedPrecisionConfig attribute) num_layers_in_first_pipeline_stage (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.model_provider.ModelParallelKwargs attribute) num_layers_in_last_pipeline_stage (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.model_provider.ModelParallelKwargs attribute) num_mel_bins (bridge.data.builders.energon.NemotronOmniEnergonTaskEncoderConfig attribute) num_moe_experts (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) (bridge.models.t5_provider.T5ModelProvider attribute) num_packed_samples (bridge.models.stepfun.data.flickr8k.packing.PackingResult attribute) num_parameters (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM property) (bridge.models.hf_pretrained.masked_lm.PreTrainedMaskedLM property) num_patches (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskBatch attribute) num_position_embeddings (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_config.Qwen3VLTransformerConfig attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) num_query_groups (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.llama_nemotron.llama_nemotron_provider.LlamaNemotronHeterogeneousProvider attribute) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider attribute) (bridge.models.mistral.mistral_provider.MistralModelProvider attribute) (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) num_return_sequences (bridge.models.hf_pretrained.causal_lm.GenerateKwargs attribute) num_single_layers (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) num_sm (bridge.training.comm_overlap.BulkOverlapCfg attribute) (bridge.training.comm_overlap.PipelineOverlapCfg attribute) (bridge.training.comm_overlap.RingExchangeOverlapCfg attribute) num_splits (bridge.training.comm_overlap.PipelineOverlapCfg attribute) num_tokenizer_workers (bridge.data.packing.config.PackedSequenceSpecs attribute) num_tokens (bridge.peft.multi_lora_layers.ExpertSlotRouting attribute) num_train_samples (bridge.diffusion.data.flux.flux_mock_datamodule.FluxMockDataModuleConfig attribute) num_val_workers (bridge.data.builders.energon.EnergonDatasetConfig attribute) num_vision_patches (bridge.training.utils.flop_utils.GlobalFlopsRuntimeStats attribute) num_workers (bridge.data.base.DataloaderConfig attribute) (bridge.diffusion.data.common.diffusion_energon_datamodule.DiffusionDataModuleConfig attribute) (bridge.diffusion.data.flux.flux_energon_datamodule.FluxDataModuleConfig attribute) (bridge.diffusion.data.flux.flux_energon_datamodule.FluxDatasetConfig attribute) (bridge.diffusion.data.flux.flux_mock_datamodule.FluxMockDataModuleConfig attribute) (bridge.diffusion.data.wan.wan_energon_datamodule.WanDataModuleConfig attribute) (bridge.diffusion.data.wan.wan_energon_datamodule.WanDatasetConfig attribute) (bridge.diffusion.data.wan.wan_mock_datamodule.WanMockDataModuleConfig attribute) number_packed_samples (bridge.diffusion.data.wan.wan_energon_datamodule.WanDatasetConfig attribute) (bridge.diffusion.data.wan.wan_mock_datamodule.WanMockDataModuleConfig attribute) numpy_to_pil() (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.FluxInferencePipeline static method) nvrx_straggler (bridge.training.config.ConfigContainer attribute) nvrx_straggler_manager (bridge.training.state.GlobalState property) NVRxStragglerDetectionConfig (class in bridge.training.config) NVRxStragglerDetectionManager (class in bridge.training.nvrx_straggler) O offline_packing_specs (bridge.data.builders.gpt_sft.GPTSFTDatasetConfig attribute) olmoe_7b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.olmoe.h100.olmoe_7b) olmoe_7b_pretrain_8gpu_h100_bf16_config() (in module bridge.recipes.olmoe.h100.olmoe_7b) olmoe_7b_sft_8gpu_h100_bf16_config() (in module bridge.recipes.olmoe.h100.olmoe_7b) olmoe_layer_spec() (in module bridge.models.olmoe.olmoe_provider) OlMoEBridge (class in bridge.models.olmoe.olmoe_bridge) OlMoEModelProvider (class in bridge.models.olmoe.olmoe_provider) OLMoESelfAttention (class in bridge.models.olmoe.olmoe_provider) on_checkpoint_loaded() (in module bridge.training.fault_tolerance) on_checkpoint_save() (bridge.training.callbacks.Callback method) on_checkpointing_end() (in module bridge.training.fault_tolerance) on_checkpointing_start() (in module bridge.training.fault_tolerance) on_data_init_start() (bridge.training.callbacks.Callback method) on_eval_end() (bridge.training.callbacks.Callback method) on_eval_start() (bridge.training.callbacks.Callback method) on_eval_step_end() (bridge.training.callbacks.Callback method) (in module bridge.training.fault_tolerance) on_eval_step_start() (bridge.training.callbacks.Callback method) (in module bridge.training.fault_tolerance) on_load_checkpoint_success() (in module bridge.training.utils.comet_utils) (in module bridge.training.utils.mlflow_utils) (in module bridge.training.utils.wandb_utils) on_save_checkpoint_success() (in module bridge.training.utils.comet_utils) (in module bridge.training.utils.mlflow_utils) (in module bridge.training.utils.wandb_utils) on_test_end() (bridge.training.callbacks.Callback method) on_test_start() (bridge.training.callbacks.Callback method) on_test_step_end() (bridge.training.callbacks.Callback method) on_test_step_start() (bridge.training.callbacks.Callback method) on_train_end() (bridge.training.callbacks.Callback method) on_train_start() (bridge.training.callbacks.Callback method) on_train_step_end() (bridge.training.callbacks.Callback method) on_train_step_start() (bridge.training.callbacks.Callback method) on_training_step_end() (in module bridge.training.fault_tolerance) on_training_step_start() (in module bridge.training.fault_tolerance) opt_param_scheduler (bridge.training.checkpointing.CheckpointLoadContext attribute) (bridge.training.checkpointing.CheckpointSaveContext attribute) optimizer (bridge.training.callbacks.CallbackContext attribute) (bridge.training.checkpointing.CheckpointLoadContext attribute) (bridge.training.checkpointing.CheckpointSaveContext attribute) (bridge.training.config.ConfigContainer attribute) (bridge.training.setup.SetupOutput attribute) (bridge.training.setup_megatron_mimo.MegatronMIMOSetupOutput attribute) optimizer_config (bridge.training.config.OptimizerConfigOverrideProviderContext attribute) optimizer_config_override_provider (bridge.training.config.ConfigContainer attribute) OptimizerConfig (class in bridge.training.config) OptimizerConfigOverrideProvider (class in bridge.training.config) OptimizerConfigOverrideProviderContext (class in bridge.training.config) OPTIONAL_ARTIFACTS (bridge.models.hf_pretrained.base.PreTrainedBase attribute) (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM attribute) (bridge.models.hf_pretrained.token_classification.PreTrainedTokenClassification attribute) optional_dtype_kwarg() (in module bridge.models.logit_dtype) order (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.FlowMatchEulerDiscreteScheduler attribute) original_max_position_embeddings (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) out_channels (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) out_features (bridge.peft.utils.AdapterAttributes attribute) out_hidden_size (bridge.models.exaone.exaone45.modelling_exaone45.transformer_config.Exaone45TransformerConfig attribute) (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_config.Qwen3VLTransformerConfig attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) output_attentions (bridge.models.hf_pretrained.causal_lm.GenerateKwargs attribute) output_dtype_kwarg() (in module bridge.models.logit_dtype) output_scores (bridge.models.hf_pretrained.causal_lm.GenerateKwargs attribute) overlap_grad_reduce (bridge.training.comm_overlap._CommOverlapConfig attribute) (bridge.training.comm_overlap.CommOverlapConfig attribute) overlap_moe_expert_parallel_comm (bridge.training.comm_overlap._CommOverlapConfig attribute) (bridge.training.comm_overlap.CommOverlapConfig attribute) overlap_p2p_comm (bridge.training.comm_overlap._CommOverlapConfig attribute) (bridge.training.comm_overlap.CommOverlapConfig attribute) overlap_param_gather (bridge.training.comm_overlap._CommOverlapConfig attribute) (bridge.training.comm_overlap.CommOverlapConfig attribute) overlap_param_gather_with_optimizer_step (bridge.models.model_provider.GetModelKwargs attribute) (bridge.training.comm_overlap._CommOverlapConfig attribute) (bridge.training.comm_overlap.CommOverlapConfig attribute) OverridesError oversize_policy (bridge.models.stepfun.data.flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) P pack() (in module bridge.models.stepfun.data.flickr8k.packing) pack_dist_train_vision_module_output() (in module bridge.models.qwen_vl.modelling_qwen3_vl.utils) pack_language_shard() (in module bridge.data.megatron_mimo.sequence_pack) pack_metadata (bridge.data.builders.gpt_sft.GPTSFTDatasetBuilder property) pack_right_padded_sequence_batch_to_mcore_thd() (in module bridge.data.packing.in_batch) pack_samples() (in module bridge.models.stepfun.data.flickr8k.pack_transform) pack_selected_samples() (bridge.diffusion.data.common.diffusion_task_encoder_with_sp.DiffusionTaskEncoderWithSequencePacking method) (bridge.models.qwen_vl.data.energon.QwenVLTaskEncoder method) pack_stage_boundary() (in module bridge.models.kimi.kimi_k3_pipeline) packed_metadata_path (bridge.data.packing.config.PackedSequenceSpecs attribute) packed_sample_ranges (bridge.models.stepfun.data.flickr8k.packing.PackingResult attribute) packed_sequence_size (bridge.data.packing.config.PackedSequenceSpecs attribute) packed_train_data_path (bridge.data.packing.config.PackedSequenceSpecs attribute) packed_val_data_path (bridge.data.packing.config.PackedSequenceSpecs attribute) PackedMetadataValue (in module bridge.training.utils.packed_seq_utils) PackedPerExpertLinear (class in bridge.peft.utils) PackedSequenceSpecs (class in bridge.data.packing.config) PACKING_ALGOS (in module bridge.data.packing.algorithms) packing_buffer_size (bridge.data.builders.energon.EnergonDatasetConfig attribute) (bridge.diffusion.data.common.diffusion_energon_datamodule.DiffusionDataModuleConfig attribute) (bridge.diffusion.data.flux.flux_energon_datamodule.FluxDataModuleConfig attribute) (bridge.diffusion.data.flux.flux_energon_datamodule.FluxDatasetConfig attribute) (bridge.diffusion.data.flux.flux_mock_datamodule.FluxMockDataModuleConfig attribute) (bridge.diffusion.data.wan.wan_energon_datamodule.WanDataModuleConfig attribute) (bridge.diffusion.data.wan.wan_energon_datamodule.WanDatasetConfig attribute) (bridge.diffusion.data.wan.wan_mock_datamodule.WanMockDataModuleConfig attribute) packing_length() (in module bridge.diffusion.data.common.sequence_packing_utils) PackingResult (class in bridge.models.stepfun.data.flickr8k.packing) pad_batch_sequences_for_context_parallel() (in module bridge.models.qwen_omni.qwen3_omni_step) pad_cu_seqlens (bridge.data.packing.config.PackedSequenceSpecs attribute) pad_or_truncate_2d_to_len() (in module bridge.training.utils.padding_utils) pad_or_truncate_attn_to_len() (in module bridge.training.utils.padding_utils) pad_or_truncate_pos_to_len() (in module bridge.training.utils.padding_utils) pad_or_truncate_sequence_batch() (in module bridge.data.collators.sequence_padding) pad_seq_to_mult (bridge.data.packing.config.PackedSequenceSpecs attribute) pad_seq_to_mult() (in module bridge.peft.utils) pad_to_max_length (bridge.data.builders.direct_hf_sft.DirectHFSFTDatasetConfig attribute) (bridge.data.builders.energon.EnergonDatasetConfig attribute) (bridge.data.builders.mock_vlm_sft.MockVLMSFTDatasetConfig attribute) (bridge.recipes.qwen_vl.qwen25_vl_dataset.MockQwen25VLDatasetProvider attribute) pad_to_multiple_of (bridge.data.builders.direct_hf_sft.DirectHFSFTDatasetConfig attribute) (bridge.data.builders.energon.EnergonDatasetConfig attribute) (bridge.data.builders.mock_vlm_sft.MockVLMSFTDatasetConfig attribute) pad_token_id (bridge.models.hf_pretrained.causal_lm.GenerateKwargs attribute) (bridge.models.kimi_vl.kimi_k25_vl_provider.KimiK25VLModelProvider attribute) (bridge.models.qwen_audio.qwen2_audio_provider.Qwen2AudioModelProvider attribute) PAD_TOKENS (in module bridge.data.token_utils) padded_and_mask_function() (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRAudioEncoder method) padding (bridge.models.hf_pretrained.causal_lm.EncodeKwargs attribute) padding_mask (bridge.data.energon.hf_task_encoder.HFEnergonBatch attribute) (bridge.diffusion.data.common.diffusion_sample.DiffusionSample attribute) parallel_output (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) (bridge.models.t5_provider.T5ModelProvider attribute) ParallelLinearAdapter (class in bridge.peft.utils) ParallelLinearDoRAAdapter (class in bridge.peft.dora_layers) ParallelTimestepEmbedding (class in bridge.diffusion.models.common.dit_embeddings) param_is_not_shared() (in module bridge.training.utils.train_utils) param_name (bridge.models.conversion.model_bridge.HFWeightTuple attribute) (bridge.models.conversion.model_bridge.MegatronWeightTuple attribute) (bridge.models.conversion.model_bridge.WeightConversionTask attribute) param_name_patterns_for_fp32_local_accumulation (bridge.training.config.DistributedDataParallelConfig attribute) param_weight (bridge.models.conversion.model_bridge.WeightConversionTask attribute) parameter_count (bridge.training.utils.theoretical_memory_utils.MemoryComponentEstimate attribute) parameter_count_per_gpu (bridge.training.utils.theoretical_memory_utils.MemoryComponentEstimate attribute) params_dtype (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.gemma.gemma3_provider.Gemma3ModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.gemma.gemma_provider.GemmaModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) (bridge.models.llama_nemotron.llama_nemotron_provider.LlamaNemotronHeterogeneousProvider attribute) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider attribute) (bridge.models.mistral.mistral_provider.MistralModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.training.mixed_precision.MixedPrecisionConfig attribute) params_to_save (bridge.peft.base.PEFT attribute) parse_hydra_overrides() (in module bridge.training.utils.omegaconf_utils) participating_modules (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOInfra attribute) PASSTHROUGH_VISUAL_KEYS (in module bridge.data.collators.visual) past_key_values (bridge.models.bailing.modeling_bailing_moe_v2.MoEV2CausalLMOutputWithPast attribute) PATCH (in module bridge.package_info) patch_dim (bridge.data.builders.energon.NemotronOmniEnergonTaskEncoderConfig attribute) (bridge.models.gemma_vl.modeling_gemma3_vl.Gemma3VLMultimodalProjectorConfig attribute) patch_end_token (bridge.models.stepfun.data.flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) PATCH_END_TOKEN (in module bridge.models.stepfun.data.flickr8k.template) patch_image_size (bridge.models.stepfun.data.flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) PATCH_ITEM_TYPE (in module bridge.models.stepfun.data.flickr8k.multimodal_utils) patch_norm (bridge.models.exaone.exaone45.modelling_exaone45.utils.PatchMergerSubmodules attribute) (bridge.models.qwen_vl.modelling_qwen3_vl.utils.PatchMergerSubmodules attribute) patch_size (bridge.data.builders.energon.QwenVLEnergonTaskEncoderConfig attribute) (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) (bridge.models.ernie_vl.modeling_ernie45_vl.vision_transformer_config.ErnieVisionTransformerConfig attribute) (bridge.models.exaone.exaone45.modelling_exaone45.transformer_config.Exaone45TransformerConfig attribute) (bridge.models.qwen_omni.modeling_qwen25_omni.transformer_config.Qwen25OmniTransformerConfig attribute) (bridge.models.qwen_omni.modeling_qwen3_omni.transformer_config.Qwen3OmniTransformerConfig attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_config.Qwen3VLTransformerConfig attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) patch_spatial (bridge.diffusion.data.wan.wan_energon_datamodule.WanDatasetConfig attribute) (bridge.diffusion.data.wan.wan_mock_datamodule.WanMockDataModuleConfig attribute) (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) patch_start_token (bridge.models.stepfun.data.flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) PATCH_START_TOKEN (in module bridge.models.stepfun.data.flickr8k.template) patch_start_token_id (bridge.models.stepfun.data.flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) patch_temporal (bridge.diffusion.data.wan.wan_energon_datamodule.WanDatasetConfig attribute) (bridge.diffusion.data.wan.wan_mock_datamodule.WanMockDataModuleConfig attribute) (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) patch_token_count (bridge.models.stepfun.data.flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) PATCH_TOKEN_COUNT (in module bridge.models.stepfun.data.flickr8k.template) patchify() (in module bridge.diffusion.models.wan.utils) patchify_temporal_frame() (in module bridge.models.nemotron_omni.nemotron_omni_utils) PatchMergerSubmodules (class in bridge.models.exaone.exaone45.modelling_exaone45.utils) (class in bridge.models.qwen_vl.modelling_qwen3_vl.utils) path (bridge.data.builders.energon.EnergonDatasetConfig attribute) (bridge.diffusion.data.common.diffusion_energon_datamodule.DiffusionDataModuleConfig attribute) (bridge.diffusion.data.flux.flux_energon_datamodule.FluxDataModuleConfig attribute) (bridge.diffusion.data.flux.flux_energon_datamodule.FluxDatasetConfig attribute) (bridge.diffusion.data.flux.flux_mock_datamodule.FluxMockDataModuleConfig attribute) (bridge.diffusion.data.wan.wan_energon_datamodule.WanDataModuleConfig attribute) (bridge.diffusion.data.wan.wan_energon_datamodule.WanDatasetConfig attribute) (bridge.diffusion.data.wan.wan_mock_datamodule.WanMockDataModuleConfig attribute) (bridge.models.hf_pretrained.state.SafeTensorsStateSource property) path_or_dataset (bridge.data.sources.hf._HFDatasetPreset attribute) (bridge.data.sources.hf.HFDatasetSourceConfig attribute) peft (bridge.training.config.ConfigContainer attribute) PEFT (class in bridge.peft.base) PEFT_RECOMPUTE_PATCHED (in module bridge.peft.recompute) per_dataset_sequences_path (bridge.training.config.GPTDatasetConfig attribute) per_layer_embed_dim (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) per_layer_embed_vocab_size (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) persist_layer_norm (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.llama_nemotron.llama_nemotron_provider.LlamaNemotronHeterogeneousProvider attribute) (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.qwen3_asr.qwen3_asr_provider.Qwen3ASRModelProvider attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) (bridge.models.t5_provider.T5ModelProvider attribute) persistent_buffers() (in module bridge.models.conversion.utils) persistent_workers (bridge.data.base.DataloaderConfig attribute) pg_collection (bridge.data.base.DatasetBuildContext attribute) (bridge.training.checkpointing.CheckpointLoadContext attribute) (bridge.training.checkpointing.CheckpointSaveContext attribute) (bridge.training.setup.SetupOutput attribute) pg_collections (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOInfra attribute) pil_image_from_base64() (in module bridge.models.nemotron_vl.nemotron_vl_utils) pin_memory (bridge.data.base.DataloaderConfig attribute) pipeline_dtype (bridge.models.model_provider.ModelParallelKwargs attribute) (bridge.training.mixed_precision.MixedPrecisionConfig attribute) pipeline_model_parallel_layout (bridge.models.model_provider.ModelParallelKwargs attribute) pipeline_model_parallel_size (bridge.models.megatron_mimo.megatron_mimo_config.ModuleParallelismConfig attribute) (bridge.models.model_provider.ModelParallelKwargs attribute) PipelineOverlapCfg (class in bridge.training.comm_overlap) PIXEL_SHUFFLE_FACTOR (in module bridge.models.nemotron_omni.data.collate_fn) pixel_values (bridge.training.utils.visual_inputs.GenericVisualInputs attribute) pixel_values_videos (bridge.training.utils.visual_inputs.GenericVisualInputs attribute) pooled_prompt_dim (bridge.diffusion.data.flux.flux_energon_datamodule.FluxDatasetConfig attribute) (bridge.diffusion.data.flux.flux_mock_datamodule.FluxMockDataModuleConfig attribute) pop_generic_visual_inputs() (in module bridge.data.conversation_processing) populate_embedding_and_position_groups() (in module bridge.models.megatron_mimo.megatron_mimo_builder) pos_ids (bridge.diffusion.data.common.diffusion_sample.DiffusionSample attribute) position_embedding_type (bridge.diffusion.models.llada15.llada15_provider.LLaDA15ModelProvider attribute) (bridge.diffusion.models.nemotron_labs_diffusion.nemotron_labs_diffusion_provider.NemotronLabsDiffusionModelProvider attribute) (bridge.models.ernie_vl.ernie45_vl_provider.Ernie45VLModelProvider attribute) (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider attribute) (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.gemma.gemma2_provider.Gemma2ModelProvider attribute) (bridge.models.gemma.gemma3_provider.Gemma3ModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.gemma.gemma_provider.GemmaModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) (bridge.models.llama_nemotron.llama_nemotron_provider.LlamaNemotronHeterogeneousProvider attribute) (bridge.models.mimo_v2_flash.mimo_v2_flash_provider.MiMoV2FlashModelProvider attribute) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider attribute) (bridge.models.mistral.mistral_provider.MistralModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.qwen3_asr.qwen3_asr_provider.Qwen3ASRModelProvider attribute) (bridge.models.qwen_audio.qwen2_audio_provider.Qwen2AudioModelProvider attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) (bridge.models.qwen_vl.qwen25_vl_provider.Qwen25VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) (bridge.models.stepfun.step37_provider.Step37ModelProvider attribute) (bridge.models.t5_provider.T5ModelProvider attribute) position_id_per_seconds (bridge.models.qwen_omni.modeling_qwen25_omni.transformer_config.Qwen25OmniTransformerConfig attribute) (bridge.models.qwen_omni.modeling_qwen3_omni.transformer_config.Qwen3OmniTransformerConfig attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) position_ids (bridge.data.energon.hf_task_encoder.HFEnergonBatch attribute) (bridge.models.qwen_vl.data.energon.QwenVLTaskBatch attribute) post_mlp_layernorm (bridge.models.gemma.modeling_gemma4.Gemma4DenseTransformerLayerSubmodules attribute) post_per_layer_input_norm (bridge.models.gemma.modeling_gemma4.Gemma4DenseTransformerLayerSubmodules attribute) post_process_prediction() (bridge.diffusion.common.flow_matching.adapters.base.ModelAdapter method) post_self_attn_layernorm (bridge.models.gemma.modeling_gemma4.Gemma4DenseTransformerLayerSubmodules attribute) post_wrap_hook (bridge.models.model_provider.GetModelKwargs attribute) (bridge.models.model_provider.ModelProviderMixin property) postprocess() (bridge.models.gemma.modeling_gemma4.Gemma4MoELayer method) (bridge.models.kimi.kimi_k3_layers.KimiK3MoELayer method) postprocess_hf_export_artifacts() (bridge.models.conversion.model_bridge.MegatronModelBridge method) (bridge.models.nemotron_omni.nemotron_omni_bridge.NemotronOmniBridge method) pp_rank (bridge.models.conversion.model_bridge.WeightConversionTask attribute) (bridge.models.conversion.param_mapping.MegatronParamMapping property) pp_size (bridge.models.conversion.param_mapping.MegatronParamMapping property) PRE_RELEASE (in module bridge.package_info) pre_wrap_hook (bridge.models.model_provider.GetModelKwargs attribute) (bridge.models.model_provider.ModelProviderMixin property) PRECISION_NAME_MAP (in module bridge.recipes.utils.naming) preempt_time (bridge.recipes.run_plugins.PreemptionPlugin attribute) PreemptionPlugin (class in bridge.recipes.run_plugins) PreemptionPluginScriptArgs (class in bridge.recipes.run_plugins) PREFIX_STR (in module bridge.data.datasets.gpt_sft) (in module bridge.data.datasets.utils) prepare_data() (bridge.data.builders.gpt_sft.GPTSFTDatasetBuilder method) prepare_finetuning_batch() (in module bridge.data.batch_utils) prepare_flickr8k_samples() (in module bridge.models.stepfun.data.flickr8k.flickr8k_loader) prepare_forward_step_func() (in module bridge.training.utils.train_utils) prepare_gpt_sft_packed_data() (in module bridge.data.packing.offline) prepare_hf_dataset_for_adapter() (in module bridge.data.sources.hf_adapters) prepare_hf_dataset_sources() (in module bridge.data.sources.hf) prepare_inputs() (bridge.diffusion.common.flow_matching.adapters.base.ModelAdapter method) (bridge.diffusion.common.flow_matching.adapters.simple.SimpleAdapter method) (bridge.diffusion.models.flux.flow_matching.flux_adapter.MegatronFluxAdapter method) (bridge.diffusion.models.wan.flow_matching.flow_matching_pipeline_wan.WanAdapter method) prepare_inputs_for_generation() (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerForConditionalGeneration method) prepare_latents() (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.FluxInferencePipeline method) prepare_packed_data() (bridge.data.builders.gpt_sft.GPTSFTDatasetBuilder method) prepare_qwen_vl_sequence() (in module bridge.models.qwen_vl.data.collate_fn) prepare_sequence_batch() (in module bridge.data.collators.sequence) prepare_webdataset() (in module bridge.data.energon.prepare) prepared_sequence (bridge.models.qwen_vl.data.energon.QwenVLTaskSample attribute) preprocess_fn (bridge.data.megatron_mimo.hf_provider.HFMegatronMIMODatasetProvider attribute) preprocess_fsdp_dtensor_state_dict() (in module bridge.training.checkpointing) preprocess_packed_batch() (in module bridge.models.stepfun.data.flickr8k.preprocess) preprocess_packed_seqs() (in module bridge.models.exaone.exaone45.modelling_exaone45.utils) (in module bridge.models.qwen_vl.modelling_qwen3_vl.utils) preprocessing (bridge.data.builders.direct_hf_sft.DirectHFSFTDatasetConfig attribute) (bridge.data.builders.gpt_sft.GPTSFTDatasetConfig attribute) pretrain() (in module bridge.training.pretrain) pretrain_megatron_mimo() (in module bridge.training.pretrain_megatron_mimo) pretrain_train_valid_test_datasets_provider() (in module bridge.data.utils) pretrained_checkpoint (bridge.training.config.CheckpointConfig attribute) pretrained_model_name (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) PreTrainedBase (class in bridge.models.hf_pretrained.base) PreTrainedCausalLM (class in bridge.models.hf_pretrained.causal_lm) PreTrainedFlux (class in bridge.diffusion.conversion.flux.flux_hf_pretrained) PreTrainedMaskedLM (class in bridge.models.hf_pretrained.masked_lm) PreTrainedTokenClassification (class in bridge.models.hf_pretrained.token_classification) PreTrainedWAN (class in bridge.diffusion.conversion.wan.wan_hf_pretrained) print_rank_0() (in module bridge.utils.common_utils) print_rank_last() (in module bridge.utils.common_utils) process_config_with_overrides() (in module bridge.training.utils.omegaconf_utils) process_text_batch() (in module bridge.data.token_utils) process_vision() (in module bridge.models.qwen_vl.data.energon) processor (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM property) (bridge.models.hf_pretrained.token_classification.PreTrainedTokenClassification property) processor_paths (bridge.data.megatron_mimo.hf_provider.HFMegatronMIMODatasetProvider attribute) (bridge.data.megatron_mimo.mock_provider.MockMegatronMIMOProvider attribute) profile_ranks (bridge.recipes.run_plugins.NsysPlugin attribute) (bridge.recipes.run_plugins.NsysPluginScriptArgs attribute) (bridge.recipes.run_plugins.PyTorchProfilerPlugin attribute) (bridge.recipes.run_plugins.PyTorchProfilerPluginScriptArgs attribute) (bridge.training.config.ProfilingConfig attribute) profile_step_end (bridge.recipes.run_plugins.NsysPlugin attribute) (bridge.recipes.run_plugins.NsysPluginScriptArgs attribute) (bridge.recipes.run_plugins.PyTorchProfilerPlugin attribute) (bridge.recipes.run_plugins.PyTorchProfilerPluginScriptArgs attribute) profile_step_start (bridge.recipes.run_plugins.NsysPlugin attribute) (bridge.recipes.run_plugins.NsysPluginScriptArgs attribute) (bridge.recipes.run_plugins.PyTorchProfilerPlugin attribute) (bridge.recipes.run_plugins.PyTorchProfilerPluginScriptArgs attribute) profiling (bridge.training.config.ConfigContainer attribute) profiling_interval (bridge.training.config.NVRxStragglerDetectionConfig attribute) ProfilingConfig (class in bridge.training.config) progress_watchdog_interval (bridge.training.config.InProcessRestartConfig attribute) proj_dgrad (bridge.training.comm_overlap.TransformerLayerTPOverlapCfg attribute) proj_fprop (bridge.training.comm_overlap.TransformerLayerTPOverlapCfg attribute) project (bridge.recipes.run_plugins.CometPlugin attribute) (bridge.recipes.run_plugins.CometPluginScriptArgs attribute) (bridge.recipes.run_plugins.WandbPlugin attribute) (bridge.recipes.run_plugins.WandbPluginScriptArgs attribute) project_bias() (bridge.training.post_training.dspark.heads.VanillaMarkov method) projector_bias (bridge.models.stepfun.modelling_step37.transformer_config.Step37TransformerConfig attribute) (bridge.models.stepfun.step37_provider.Step37ModelProvider attribute) projector_hidden_size (bridge.models.minimax_m3.minimax_m3_bridge.MiniMaxM3VLModelProvider attribute) prompt (bridge.data.builders.mock_vlm_sft.MockVLMSFTDatasetConfig attribute) (bridge.data.sft_processing.PromptCompletionSFTExample attribute) (bridge.models.stepfun.data.flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) (bridge.recipes.qwen_vl.qwen25_vl_dataset.MockQwen25VLDatasetProvider attribute) prompt_column (bridge.data.sft_processing.PromptCompletionSFTPreprocessingConfig attribute) prompt_ids (bridge.data.sft_processing.TokenizedPromptCompletion attribute) prompt_seq_len (bridge.diffusion.data.flux.flux_energon_datamodule.FluxDatasetConfig attribute) (bridge.diffusion.data.flux.flux_mock_datamodule.FluxMockDataModuleConfig attribute) prompt_template (bridge.data.sft_processing.PromptCompletionSFTPreprocessingConfig attribute) PromptCompletionSFTExample (class in bridge.data.sft_processing) PromptCompletionSFTPreprocessingConfig (class in bridge.data.sft_processing) provide() (bridge.diffusion.models.flux.flux_provider.FluxProvider method) (bridge.diffusion.models.nemotron_labs_diffusion.nemotron_labs_diffusion_provider.NemotronLabsDiffusionModelProvider method) (bridge.diffusion.models.wan.wan_provider.WanModelProvider method) (bridge.models.distillation_provider.DistillationProvider method) (bridge.models.ernie_vl.ernie45_vl_provider.Ernie45VLModelProvider method) (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider method) (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider method) (bridge.models.gemma.gemma2_provider.Gemma2ModelProvider method) (bridge.models.gemma.gemma3_provider.Gemma3ModelProvider method) (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider method) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider method) (bridge.models.gemma.gemma_provider.GemmaModelProvider method) (bridge.models.gemma_vl.gemma3_vl_provider.Gemma3VLModelProvider method) (bridge.models.gemma_vl.gemma4_vl_provider.Gemma4DenseVLProvider method) (bridge.models.gemma_vl.gemma4_vl_provider.Gemma4VLModelProvider method) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider method) (bridge.models.gpt_provider.GPTModelProvider method) (bridge.models.hybrid.hybrid_provider.HybridModelProvider method) (bridge.models.kimi_vl.kimi_k25_vl_provider.KimiK25VLModelProvider method) (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider method) (bridge.models.mimo_v2_flash.mimo_v2_flash_provider.MiMoV2FlashModelProvider method) (bridge.models.minimax_m3.minimax_m3_bridge.MiniMaxM3VLModelProvider method) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider method) (bridge.models.model_provider.ModelProviderMixin method) (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronOmniLlavaModelProvider method) (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronOmniModelProvider method) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider method) (bridge.models.qwen3_asr.qwen3_asr_provider.Qwen3ASRModelProvider method) (bridge.models.qwen_audio.qwen2_audio_provider.Qwen2AudioModelProvider method) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider method) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider method) (bridge.models.qwen_vl.qwen25_vl_provider.Qwen25VLModelProvider method) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35TokenClassificationModelProvider method) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider method) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider method) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider method) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider method) (bridge.models.stepfun.step37_provider.Step37ModelProvider method) (bridge.models.t5_provider.T5ModelProvider method) provide_distributed_model() (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider method) (bridge.models.model_provider.ModelProviderMixin method) provide_language_model() (bridge.models.ernie_vl.ernie45_vl_provider.Ernie45VLModelProvider method) (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider method) (bridge.models.gemma_vl.gemma3_vl_provider.Gemma3VLModelProvider method) (bridge.models.gemma_vl.gemma4_vl_provider.Gemma4DenseVLProvider method) (bridge.models.gemma_vl.gemma4_vl_provider.Gemma4VLModelProvider method) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider method) (bridge.models.kimi_vl.kimi_k25_vl_provider.KimiK25VLModelProvider method) (bridge.models.minimax_m3.minimax_m3_bridge.MiniMaxM3VLModelProvider method) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider method) (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider method) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider method) (bridge.models.qwen3_asr.qwen3_asr_provider.Qwen3ASRModelProvider method) (bridge.models.qwen_audio.qwen2_audio_provider.Qwen2AudioModelProvider method) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider method) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider method) (bridge.models.qwen_vl.qwen25_vl_provider.Qwen25VLModelProvider method) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider method) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider method) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider method) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider method) (bridge.models.stepfun.step37_provider.Step37ModelProvider method) provider_bridge() (bridge.diffusion.conversion.flux.flux_bridge.FluxBridge method) (bridge.diffusion.conversion.llada15.llada15_bridge.LLaDA15Bridge method) (bridge.diffusion.conversion.nemotron_labs_diffusion.nemotron_labs_diffusion_bridge.NemotronLabsDiffusionBridge method) (bridge.diffusion.conversion.wan.wan_bridge.WanBridge method) (bridge.models.bailing.bailing_moe2_bridge.BailingMoeV2Bridge method) (bridge.models.conversion.model_bridge.MegatronModelBridge method) (bridge.models.deepseek.deepseek_v2_bridge.DeepSeekV2Bridge method) (bridge.models.deepseek.deepseek_v3_bridge.DeepSeekV3Bridge method) (bridge.models.deepseek.deepseek_v4_bridge.DeepSeekV4Bridge method) (bridge.models.ernie.ernie_45_bridge.Ernie45Bridge method) (bridge.models.ernie_vl.ernie45_vl_bridge.Ernie45VLBridge method) (bridge.models.exaone.exaone4.exaone4_bridge.Exaone4Bridge method) (bridge.models.exaone.exaone45.exaone45_bridge.Exaone45Bridge method) (bridge.models.exaone.exaone_moe.exaone_moe_bridge.ExaoneMoeBridge method) (bridge.models.falcon_h1.falconh1_bridge.FalconH1Bridge method) (bridge.models.gemma.gemma2_bridge.Gemma2Bridge method) (bridge.models.gemma.gemma3_bridge.Gemma3ModelBridge method) (bridge.models.gemma.gemma4_bridge.Gemma4Bridge method) (bridge.models.gemma.gemma_bridge.GemmaBridge method) (bridge.models.gemma_vl.gemma3_vl_bridge.Gemma3VLBridge method) (bridge.models.gemma_vl.gemma4_vl_bridge.Gemma4VLBridge method) (bridge.models.glm.glm45_bridge.GLM45Bridge method) (bridge.models.glm.glm47_flash_bridge.GLM47FlashBridge method) (bridge.models.glm_moe_dsa.glm5_bridge.GLM5Bridge method) (bridge.models.glm_vl.glm_45v_bridge.GLM45VBridge method) (bridge.models.gpt_oss.gpt_oss_bridge.GPTOSSBridge method) (bridge.models.hy_v3.hy_v3_bridge.HYV3Bridge method) (bridge.models.kimi.kimi_bridge.KimiK2Bridge method) (bridge.models.kimi.kimi_k3_bridge.KimiK3Bridge method) (bridge.models.kimi_vl.kimi_k25_vl_bridge.KimiK25VLBridge method) (bridge.models.llama_nemotron.llama_nemotron_bridge.LlamaNemotronBridge method) (bridge.models.mimo.mimo_bridge.MimoBridge method) (bridge.models.mimo_v2_flash.mimo_v2_flash_bridge.MiMoV2FlashBridge method) (bridge.models.minimax_m2.minimax_m2_bridge.MiniMaxM2Bridge method) (bridge.models.minimax_m3.minimax_m3_bridge.MiniMaxM3Bridge method) (bridge.models.ministral3.ministral3_bridge.Ministral3Bridge method) (bridge.models.mistral.mistral_bridge.MistralBridge method) (bridge.models.nemotron.nemotron_bridge.NemotronBridge method) (bridge.models.nemotron_omni.nemotron_omni_bridge.NemotronOmniBridge method) (bridge.models.nemotron_omni.nemotron_omni_bridge.NemotronOmniLlavaBridge method) (bridge.models.nemotron_vl.nemotron_vl_bridge.NemotronVLBridge method) (bridge.models.nemotronh.nemotron_h_bridge.NemotronHBridge method) (bridge.models.olmoe.olmoe_bridge.OlMoEBridge method) (bridge.models.qwen.qwen2_bridge.Qwen2Bridge method) (bridge.models.qwen.qwen35_bridge.Qwen35Bridge method) (bridge.models.qwen.qwen35_bridge.Qwen35MoEBridge method) (bridge.models.qwen.qwen3_bridge.Qwen3Bridge method) (bridge.models.qwen.qwen3_moe_bridge.Qwen3MoEBridge method) (bridge.models.qwen.qwen3_next_bridge.Qwen3NextBridge method) (bridge.models.qwen3_asr.qwen3_asr_bridge.Qwen3ASRBridge method) (bridge.models.qwen_audio.qwen2_audio_bridge.Qwen2AudioBridge method) (bridge.models.qwen_omni.qwen25_omni_bridge.Qwen25OmniBridge method) (bridge.models.qwen_omni.qwen3_omni_bridge.Qwen3OmniBridge method) (bridge.models.qwen_vl.qwen25_vl_bridge.Qwen25VLBridge method) (bridge.models.qwen_vl.qwen35_vl_bridge.Qwen35TokenClassificationBridge method) (bridge.models.qwen_vl.qwen35_vl_bridge.Qwen35VLBridge method) (bridge.models.qwen_vl.qwen35_vl_bridge.Qwen35VLMoEBridge method) (bridge.models.qwen_vl.qwen3_vl_bridge.Qwen3VLBridge method) (bridge.models.qwen_vl.qwen3_vl_bridge.Qwen3VLMoEBridge method) (bridge.models.sarvam.sarvam_mla_bridge.SarvamMLABridge method) (bridge.models.sarvam.sarvam_moe_bridge.SarvamMoEBridge method) (bridge.models.stepfun.step35_bridge.Step35Bridge method) (bridge.models.stepfun.step37_bridge.Step37Bridge method) PROVIDER_CLASS (bridge.models.conversion.model_bridge.MegatronModelBridge attribute) (bridge.models.qwen_vl.qwen35_vl_bridge.Qwen35TokenClassificationBridge attribute) (bridge.models.qwen_vl.qwen35_vl_bridge.Qwen35VLBridge attribute) PublicDatasetConfig (in module bridge.recipes.utils.dataset_utils) push_to_hub() (bridge.models.conversion.auto_bridge.AutoBridge method) PyTorchProfilerPlugin (class in bridge.recipes.run_plugins) PyTorchProfilerPluginScriptArgs (class in bridge.recipes.run_plugins) Q q_layernorm (bridge.diffusion.models.common.dit_attention.DiTCrossAttentionSubmodules attribute) (bridge.diffusion.models.flux.flux_attention.JointSelfAttentionSubmodules attribute) q_lora_rank (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) qformat (bridge.models.conversion.modelopt_utils.QuantMeta attribute) qk_head_dim (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) qk_layernorm (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider attribute) (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.gemma.gemma3_provider.Gemma3ModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.qwen3_asr.modeling_qwen3_asr.transformer_config.Qwen3ASRTransformerConfig attribute) (bridge.models.qwen3_asr.qwen3_asr_provider.Qwen3ASRModelProvider attribute) (bridge.models.qwen_omni.modeling_qwen25_omni.transformer_config.Qwen25OmniTransformerConfig attribute) (bridge.models.qwen_omni.modeling_qwen3_omni.transformer_config.Qwen3OmniTransformerConfig attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) qk_pos_emb_head_dim (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) qkv_dgrad (bridge.training.comm_overlap.TransformerLayerTPOverlapCfg attribute) qkv_format (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) qkv_fprop (bridge.training.comm_overlap.TransformerLayerTPOverlapCfg attribute) qkv_wgrad (bridge.training.comm_overlap.TransformerLayerTPOverlapCfg attribute) QKVGMapping (class in bridge.models.conversion.param_mapping) QKVMapping (class in bridge.models.conversion.param_mapping) quantize_fp8_e4m3fn_like_scale() (in module bridge.models.conversion.quantization_utils) quantize_mxfp4_e2m1_like_scale() (in module bridge.models.conversion.quantization_utils) quantize_nvfp4_weight() (in module bridge.models.conversion.modelopt_utils) quantize_to_int4() (in module bridge.models.conversion.quantization_utils) QuantMeta (class in bridge.models.conversion.modelopt_utils) query_first_fit() (bridge.data.packing.algorithms._SegmentTree method) query_pre_attn_scalar (bridge.models.gemma.gemma2_provider.Gemma2ModelProvider attribute) qwen25_14b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen2) qwen25_14b_pretrain_4gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen2) qwen25_14b_sft_4gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen2) qwen25_1p5b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen2) qwen25_1p5b_pretrain_1gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen2) qwen25_1p5b_sft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen2) qwen25_32b_peft_8gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen2) qwen25_32b_pretrain_16gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen2) qwen25_32b_sft_16gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen2) qwen25_500m_peft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen2) qwen25_500m_pretrain_1gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen2) qwen25_500m_sft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen2) qwen25_72b_peft_8gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen2) qwen25_72b_pretrain_32gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen2) qwen25_72b_sft_32gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen2) qwen25_7b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen2) qwen25_7b_pretrain_2gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen2) qwen25_7b_sft_2gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen2) qwen25_vl_32b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen_vl.h100.qwen25_vl) qwen25_vl_32b_sft_16gpu_h100_bf16_config() (in module bridge.recipes.qwen_vl.h100.qwen25_vl) qwen25_vl_3b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen_vl.h100.qwen25_vl) qwen25_vl_3b_sft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen_vl.h100.qwen25_vl) qwen25_vl_72b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen_vl.h100.qwen25_vl) qwen25_vl_72b_sft_32gpu_h100_bf16_config() (in module bridge.recipes.qwen_vl.h100.qwen25_vl) qwen25_vl_7b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen_vl.h100.qwen25_vl) qwen25_vl_7b_sft_2gpu_h100_bf16_config() (in module bridge.recipes.qwen_vl.h100.qwen25_vl) Qwen25OmniBridge (class in bridge.models.qwen_omni.qwen25_omni_bridge) Qwen25OmniModel (class in bridge.models.qwen_omni.modeling_qwen25_omni.model) Qwen25OmniModelProvider (class in bridge.models.qwen_omni.qwen25_omni_provider) Qwen25OmniThinkerModel (class in bridge.models.qwen_omni.modeling_qwen25_omni.thinker_model) Qwen25OmniTransformerConfig (class in bridge.models.qwen_omni.modeling_qwen25_omni.transformer_config) Qwen25VLBridge (class in bridge.models.qwen_vl.qwen25_vl_bridge) Qwen25VLModel (class in bridge.models.qwen_vl.modeling_qwen25_vl) Qwen25VLModelProvider (class in bridge.models.qwen_vl.qwen25_vl_provider) qwen2_1p5b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen2) qwen2_1p5b_pretrain_1gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen2) qwen2_1p5b_sft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen2) qwen2_500m_peft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen2) qwen2_500m_pretrain_1gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen2) qwen2_500m_sft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen2) qwen2_5_collate_fn() (in module bridge.models.qwen_vl.data.collate_fn) qwen2_72b_peft_8gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen2) qwen2_72b_pretrain_32gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen2) qwen2_72b_sft_32gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen2) qwen2_7b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen2) qwen2_7b_pretrain_2gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen2) qwen2_7b_sft_2gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen2) qwen2_audio_7b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen2_audio.h100.qwen2_audio) qwen2_audio_7b_sft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen2_audio.h100.qwen2_audio) qwen2_audio_collate_fn() (in module bridge.models.qwen_audio.data.collate_fn) Qwen2AudioBridge (class in bridge.models.qwen_audio.qwen2_audio_bridge) Qwen2AudioInputs (class in bridge.training.utils.visual_inputs) Qwen2AudioModel (class in bridge.models.qwen_audio.modeling_qwen2_audio) Qwen2AudioModelProvider (class in bridge.models.qwen_audio.qwen2_audio_provider) Qwen2Bridge (class in bridge.models.qwen.qwen2_bridge) qwen2vl_pad_and_split() (in module bridge.models.qwen_vl.modelling_qwen3_vl.utils) qwen35_text_35b_a3b_pretrain_8gpu_gb200_bf16_config() (in module bridge.recipes.qwen.gb200.qwen35) qwen35_text_9b_pretrain_8gpu_gb200_bf16_config() (in module bridge.recipes.qwen.gb200.qwen35) qwen35_vl_122b_a10b_peft_8gpu_h100_bf16_config() (in module bridge.recipes.qwen_vl.h100.qwen35_vl) qwen35_vl_122b_a10b_pretrain_128gpu_h100_bf16_config() (in module bridge.perf_recipes.qwen_vl.h100.qwen35_vl) qwen35_vl_122b_a10b_pretrain_128gpu_h100_bf16_mock_config() (in module bridge.recipes.qwen_vl.h100.qwen35_vl) qwen35_vl_122b_a10b_pretrain_128gpu_h100_fp8cs_config() (in module bridge.perf_recipes.qwen_vl.h100.qwen35_vl) qwen35_vl_122b_a10b_pretrain_32gpu_b200_bf16_config() (in module bridge.perf_recipes.qwen_vl.b200.qwen35_vl) qwen35_vl_122b_a10b_pretrain_32gpu_b200_fp8cs_config() (in module bridge.perf_recipes.qwen_vl.b200.qwen35_vl) qwen35_vl_122b_a10b_pretrain_32gpu_b200_fp8mx_config() (in module bridge.perf_recipes.qwen_vl.b200.qwen35_vl) qwen35_vl_122b_a10b_pretrain_32gpu_b300_bf16_config() (in module bridge.perf_recipes.qwen_vl.b300.qwen35_vl) qwen35_vl_122b_a10b_pretrain_32gpu_b300_fp8cs_config() (in module bridge.perf_recipes.qwen_vl.b300.qwen35_vl) qwen35_vl_122b_a10b_pretrain_32gpu_b300_fp8mx_config() (in module bridge.perf_recipes.qwen_vl.b300.qwen35_vl) qwen35_vl_122b_a10b_pretrain_32gpu_gb200_bf16_config() (in module bridge.perf_recipes.qwen_vl.gb200.qwen35_vl) qwen35_vl_122b_a10b_pretrain_32gpu_gb200_fp8cs_config() (in module bridge.perf_recipes.qwen_vl.gb200.qwen35_vl) qwen35_vl_122b_a10b_pretrain_32gpu_gb200_fp8mx_config() (in module bridge.perf_recipes.qwen_vl.gb200.qwen35_vl) qwen35_vl_122b_a10b_pretrain_32gpu_gb300_bf16_config() (in module bridge.perf_recipes.qwen_vl.gb300.qwen35_vl) qwen35_vl_122b_a10b_pretrain_32gpu_gb300_fp8cs_config() (in module bridge.perf_recipes.qwen_vl.gb300.qwen35_vl) qwen35_vl_122b_a10b_pretrain_32gpu_gb300_fp8mx_config() (in module bridge.perf_recipes.qwen_vl.gb300.qwen35_vl) qwen35_vl_122b_a10b_pretrain_32gpu_vr200_bf16_config() (in module bridge.perf_recipes.qwen_vl.vr200.qwen35_vl) qwen35_vl_122b_a10b_pretrain_32gpu_vr200_fp8cs_config() (in module bridge.perf_recipes.qwen_vl.vr200.qwen35_vl) qwen35_vl_122b_a10b_pretrain_32gpu_vr200_fp8mx_config() (in module bridge.perf_recipes.qwen_vl.vr200.qwen35_vl) qwen35_vl_122b_a10b_sft_48gpu_h100_bf16_config() (in module bridge.recipes.qwen_vl.h100.qwen35_vl) qwen35_vl_27b_peft_2gpu_h100_bf16_config() (in module bridge.recipes.qwen_vl.h100.qwen35_vl) qwen35_vl_27b_pretrain_16gpu_gb200_bf16_mock_config() (in module bridge.recipes.qwen_vl.gb200.qwen35_vl) qwen35_vl_27b_pretrain_16gpu_h100_bf16_mock_config() (in module bridge.recipes.qwen_vl.h100.qwen35_vl) qwen35_vl_27b_sft_16gpu_h100_bf16_config() (in module bridge.recipes.qwen_vl.h100.qwen35_vl) qwen35_vl_2b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen_vl.h100.qwen35_vl) qwen35_vl_2b_sft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen_vl.h100.qwen35_vl) qwen35_vl_35b_a3b_peft_16gpu_h100_bf16_config() (in module bridge.recipes.qwen_vl.h100.qwen35_vl) qwen35_vl_35b_a3b_peft_4gpu_h100_bf16_config() (in module bridge.recipes.qwen_vl.h100.qwen35_vl) qwen35_vl_35b_a3b_peft_8gpu_gb200_bf16_functional_config() (in module bridge.recipes.qwen_vl.gb200.qwen35_vl) qwen35_vl_35b_a3b_pretrain_16gpu_h100_bf16_config() (in module bridge.perf_recipes.qwen_vl.h100.qwen35_vl) qwen35_vl_35b_a3b_pretrain_16gpu_h100_bf16_functional_config() (in module bridge.recipes.qwen_vl.h100.qwen35_vl) qwen35_vl_35b_a3b_pretrain_16gpu_h100_fp8cs_config() (in module bridge.perf_recipes.qwen_vl.h100.qwen35_vl) qwen35_vl_35b_a3b_pretrain_8gpu_b200_bf16_config() (in module bridge.perf_recipes.qwen_vl.b200.qwen35_vl) qwen35_vl_35b_a3b_pretrain_8gpu_b200_fp8cs_config() (in module bridge.perf_recipes.qwen_vl.b200.qwen35_vl) qwen35_vl_35b_a3b_pretrain_8gpu_b200_fp8mx_config() (in module bridge.perf_recipes.qwen_vl.b200.qwen35_vl) qwen35_vl_35b_a3b_pretrain_8gpu_b300_bf16_config() (in module bridge.perf_recipes.qwen_vl.b300.qwen35_vl) qwen35_vl_35b_a3b_pretrain_8gpu_b300_fp8cs_config() (in module bridge.perf_recipes.qwen_vl.b300.qwen35_vl) qwen35_vl_35b_a3b_pretrain_8gpu_b300_fp8mx_config() (in module bridge.perf_recipes.qwen_vl.b300.qwen35_vl) qwen35_vl_35b_a3b_pretrain_8gpu_gb200_bf16_config() (in module bridge.perf_recipes.qwen_vl.gb200.qwen35_vl) qwen35_vl_35b_a3b_pretrain_8gpu_gb200_fp8cs_config() (in module bridge.perf_recipes.qwen_vl.gb200.qwen35_vl) qwen35_vl_35b_a3b_pretrain_8gpu_gb200_fp8mx_config() (in module bridge.perf_recipes.qwen_vl.gb200.qwen35_vl) qwen35_vl_35b_a3b_pretrain_8gpu_gb300_bf16_config() (in module bridge.perf_recipes.qwen_vl.gb300.qwen35_vl) qwen35_vl_35b_a3b_pretrain_8gpu_gb300_fp8cs_config() (in module bridge.perf_recipes.qwen_vl.gb300.qwen35_vl) qwen35_vl_35b_a3b_pretrain_8gpu_gb300_fp8mx_config() (in module bridge.perf_recipes.qwen_vl.gb300.qwen35_vl) qwen35_vl_35b_a3b_pretrain_8gpu_h100_bf16_mock_config() (in module bridge.recipes.qwen_vl.h100.qwen35_vl) qwen35_vl_35b_a3b_pretrain_8gpu_vr200_bf16_config() (in module bridge.perf_recipes.qwen_vl.vr200.qwen35_vl) qwen35_vl_35b_a3b_pretrain_8gpu_vr200_fp8cs_config() (in module bridge.perf_recipes.qwen_vl.vr200.qwen35_vl) qwen35_vl_35b_a3b_pretrain_8gpu_vr200_fp8mx_config() (in module bridge.perf_recipes.qwen_vl.vr200.qwen35_vl) qwen35_vl_35b_a3b_sft_16gpu_h100_bf16_config() (in module bridge.recipes.qwen_vl.h100.qwen35_vl) qwen35_vl_35b_a3b_sft_2gpu_h100_bf16_fsdp_config() (in module bridge.recipes.qwen_vl.h100.qwen35_vl) qwen35_vl_35b_a3b_sft_8gpu_gb200_bf16_functional_config() (in module bridge.recipes.qwen_vl.gb200.qwen35_vl) qwen35_vl_35b_a3b_sft_long_context_32gpu_h100_bf16_config() (in module bridge.recipes.qwen_vl.h100.qwen35_vl) qwen35_vl_397b_a17b_peft_32gpu_h100_bf16_config() (in module bridge.recipes.qwen_vl.h100.qwen35_vl) qwen35_vl_397b_a17b_pretrain_256gpu_h100_bf16_config() (in module bridge.perf_recipes.qwen_vl.h100.qwen35_vl) qwen35_vl_397b_a17b_pretrain_256gpu_h100_fp8cs_config() (in module bridge.perf_recipes.qwen_vl.h100.qwen35_vl) qwen35_vl_397b_a17b_pretrain_512gpu_h100_bf16_mock_config() (in module bridge.recipes.qwen_vl.h100.qwen35_vl) qwen35_vl_397b_a17b_pretrain_64gpu_b200_bf16_config() (in module bridge.perf_recipes.qwen_vl.b200.qwen35_vl) qwen35_vl_397b_a17b_pretrain_64gpu_b200_fp8cs_config() (in module bridge.perf_recipes.qwen_vl.b200.qwen35_vl) qwen35_vl_397b_a17b_pretrain_64gpu_b200_fp8mx_config() (in module bridge.perf_recipes.qwen_vl.b200.qwen35_vl) qwen35_vl_397b_a17b_pretrain_64gpu_b300_bf16_config() (in module bridge.perf_recipes.qwen_vl.b300.qwen35_vl) qwen35_vl_397b_a17b_pretrain_64gpu_b300_fp8cs_config() (in module bridge.perf_recipes.qwen_vl.b300.qwen35_vl) qwen35_vl_397b_a17b_pretrain_64gpu_b300_fp8mx_config() (in module bridge.perf_recipes.qwen_vl.b300.qwen35_vl) qwen35_vl_397b_a17b_pretrain_64gpu_gb200_bf16_config() (in module bridge.perf_recipes.qwen_vl.gb200.qwen35_vl) qwen35_vl_397b_a17b_pretrain_64gpu_gb200_fp8cs_config() (in module bridge.perf_recipes.qwen_vl.gb200.qwen35_vl) qwen35_vl_397b_a17b_pretrain_64gpu_gb200_fp8mx_config() (in module bridge.perf_recipes.qwen_vl.gb200.qwen35_vl) qwen35_vl_397b_a17b_pretrain_64gpu_gb300_bf16_config() (in module bridge.perf_recipes.qwen_vl.gb300.qwen35_vl) qwen35_vl_397b_a17b_pretrain_64gpu_gb300_fp8cs_config() (in module bridge.perf_recipes.qwen_vl.gb300.qwen35_vl) qwen35_vl_397b_a17b_pretrain_64gpu_gb300_fp8mx_config() (in module bridge.perf_recipes.qwen_vl.gb300.qwen35_vl) qwen35_vl_397b_a17b_pretrain_64gpu_vr200_bf16_config() (in module bridge.perf_recipes.qwen_vl.vr200.qwen35_vl) qwen35_vl_397b_a17b_pretrain_64gpu_vr200_fp8cs_config() (in module bridge.perf_recipes.qwen_vl.vr200.qwen35_vl) qwen35_vl_397b_a17b_pretrain_64gpu_vr200_fp8mx_config() (in module bridge.perf_recipes.qwen_vl.vr200.qwen35_vl) qwen35_vl_397b_a17b_sft_128gpu_h100_bf16_config() (in module bridge.recipes.qwen_vl.h100.qwen35_vl) qwen35_vl_4b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen_vl.h100.qwen35_vl) qwen35_vl_4b_sft_2gpu_h100_bf16_config() (in module bridge.recipes.qwen_vl.h100.qwen35_vl) qwen35_vl_800m_peft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen_vl.h100.qwen35_vl) qwen35_vl_800m_sft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen_vl.h100.qwen35_vl) qwen35_vl_9b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen_vl.h100.qwen35_vl) qwen35_vl_9b_pretrain_4gpu_h100_bf16_mock_config() (in module bridge.recipes.qwen_vl.h100.qwen35_vl) qwen35_vl_9b_sft_4gpu_h100_bf16_config() (in module bridge.recipes.qwen_vl.h100.qwen35_vl) Qwen35Bridge (class in bridge.models.qwen.qwen35_bridge) Qwen35MoEBridge (class in bridge.models.qwen.qwen35_bridge) Qwen35TokenClassificationBridge (class in bridge.models.qwen_vl.qwen35_vl_bridge) Qwen35TokenClassificationModelProvider (class in bridge.models.qwen_vl.qwen35_vl_provider) Qwen35VLBridge (class in bridge.models.qwen_vl.qwen35_vl_bridge) Qwen35VLModelProvider (class in bridge.models.qwen_vl.qwen35_vl_provider) Qwen35VLMoEBridge (class in bridge.models.qwen_vl.qwen35_vl_bridge) Qwen35VLMoEModelProvider (class in bridge.models.qwen_vl.qwen35_vl_provider) qwen3_14b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen3) qwen3_14b_pretrain_8gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen3) qwen3_14b_sft_8gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen3) qwen3_1p7b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen3) qwen3_1p7b_pretrain_1gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen3) qwen3_1p7b_sft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen3) qwen3_235b_a22b_peft_16gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen3_moe) qwen3_235b_a22b_pretrain_128gpu_b200_fp8mx_deepep_dev_config() (in module bridge.perf_recipes.qwen.b200.qwen3_moe) qwen3_235b_a22b_pretrain_128gpu_b300_fp8mx_hybridep_dev_config() (in module bridge.perf_recipes.qwen.b300.qwen3_moe) qwen3_235b_a22b_pretrain_128gpu_gb200_fp8mx_paged_stash_dev_config() (in module bridge.perf_recipes.qwen.gb200.qwen3_moe) qwen3_235b_a22b_pretrain_128gpu_gb200_fp8mx_partial_cg_dev_config() (in module bridge.perf_recipes.qwen.gb200.qwen3_moe) qwen3_235b_a22b_pretrain_128gpu_gb300_fp8mx_paged_stash_dev_config() (in module bridge.perf_recipes.qwen.gb300.qwen3_moe) qwen3_235b_a22b_pretrain_256gpu_b200_bf16_config() (in module bridge.perf_recipes.qwen.b200.qwen3_moe) qwen3_235b_a22b_pretrain_256gpu_b200_fp8cs_config() (in module bridge.perf_recipes.qwen.b200.qwen3_moe) qwen3_235b_a22b_pretrain_256gpu_b200_fp8mx_config() (in module bridge.perf_recipes.qwen.b200.qwen3_moe) qwen3_235b_a22b_pretrain_256gpu_b200_fp8mx_large_scale_config() (in module bridge.perf_recipes.qwen.b200.qwen3_moe) qwen3_235b_a22b_pretrain_256gpu_b200_nvfp4_config() (in module bridge.perf_recipes.qwen.b200.qwen3_moe) qwen3_235b_a22b_pretrain_256gpu_b300_bf16_config() (in module bridge.perf_recipes.qwen.b300.qwen3_moe) qwen3_235b_a22b_pretrain_256gpu_b300_fp8cs_config() (in module bridge.perf_recipes.qwen.b300.qwen3_moe) qwen3_235b_a22b_pretrain_256gpu_b300_fp8mx_config() (in module bridge.perf_recipes.qwen.b300.qwen3_moe) qwen3_235b_a22b_pretrain_256gpu_b300_fp8mx_large_scale_config() (in module bridge.perf_recipes.qwen.b300.qwen3_moe) qwen3_235b_a22b_pretrain_256gpu_b300_nvfp4_config() (in module bridge.perf_recipes.qwen.b300.qwen3_moe) qwen3_235b_a22b_pretrain_256gpu_gb200_bf16_config() (in module bridge.perf_recipes.qwen.gb200.qwen3_moe) qwen3_235b_a22b_pretrain_256gpu_gb200_fp8cs_config() (in module bridge.perf_recipes.qwen.gb200.qwen3_moe) qwen3_235b_a22b_pretrain_256gpu_gb200_fp8mx_config() (in module bridge.perf_recipes.qwen.gb200.qwen3_moe) qwen3_235b_a22b_pretrain_256gpu_gb200_fp8mx_large_scale_config() (in module bridge.perf_recipes.qwen.gb200.qwen3_moe) qwen3_235b_a22b_pretrain_256gpu_gb200_nvfp4_config() (in module bridge.perf_recipes.qwen.gb200.qwen3_moe) qwen3_235b_a22b_pretrain_256gpu_gb300_bf16_config() (in module bridge.perf_recipes.qwen.gb300.qwen3_moe) qwen3_235b_a22b_pretrain_256gpu_gb300_fp8cs_config() (in module bridge.perf_recipes.qwen.gb300.qwen3_moe) qwen3_235b_a22b_pretrain_256gpu_gb300_fp8mx_config() (in module bridge.perf_recipes.qwen.gb300.qwen3_moe) qwen3_235b_a22b_pretrain_256gpu_gb300_fp8mx_large_scale_config() (in module bridge.perf_recipes.qwen.gb300.qwen3_moe) qwen3_235b_a22b_pretrain_256gpu_gb300_nvfp4_config() (in module bridge.perf_recipes.qwen.gb300.qwen3_moe) qwen3_235b_a22b_pretrain_256gpu_h100_bf16_config() (in module bridge.perf_recipes.qwen.h100.qwen3_moe) (in module bridge.recipes.qwen.h100.qwen3_moe) qwen3_235b_a22b_pretrain_256gpu_h100_bf16_hybridep_dev_config() (in module bridge.perf_recipes.qwen.h100.qwen3_moe) qwen3_235b_a22b_pretrain_256gpu_h100_fp8cs_config() (in module bridge.perf_recipes.qwen.h100.qwen3_moe) qwen3_235b_a22b_pretrain_256gpu_h100_fp8cs_large_scale_config() (in module bridge.perf_recipes.qwen.h100.qwen3_moe) qwen3_235b_a22b_pretrain_256gpu_vr200_bf16_config() (in module bridge.perf_recipes.qwen.vr200.qwen3_moe) qwen3_235b_a22b_pretrain_256gpu_vr200_fp8mx_config() (in module bridge.perf_recipes.qwen.vr200.qwen3_moe) qwen3_235b_a22b_pretrain_256gpu_vr200_nvfp4_config() (in module bridge.perf_recipes.qwen.vr200.qwen3_moe) qwen3_235b_a22b_pretrain_64gpu_b200_bf16_config() (in module bridge.perf_recipes.qwen.b200.qwen3_moe) qwen3_235b_a22b_pretrain_64gpu_b200_fp8cs_config() (in module bridge.perf_recipes.qwen.b200.qwen3_moe) qwen3_235b_a22b_pretrain_64gpu_b200_fp8mx_config() (in module bridge.perf_recipes.qwen.b200.qwen3_moe) qwen3_235b_a22b_pretrain_64gpu_b200_nvfp4_config() (in module bridge.perf_recipes.qwen.b200.qwen3_moe) qwen3_235b_a22b_pretrain_64gpu_b300_bf16_config() (in module bridge.perf_recipes.qwen.b300.qwen3_moe) qwen3_235b_a22b_pretrain_64gpu_b300_fp8cs_config() (in module bridge.perf_recipes.qwen.b300.qwen3_moe) qwen3_235b_a22b_pretrain_64gpu_b300_fp8mx_config() (in module bridge.perf_recipes.qwen.b300.qwen3_moe) qwen3_235b_a22b_pretrain_64gpu_b300_nvfp4_config() (in module bridge.perf_recipes.qwen.b300.qwen3_moe) qwen3_235b_a22b_pretrain_64gpu_gb200_bf16_config() (in module bridge.perf_recipes.qwen.gb200.qwen3_moe) qwen3_235b_a22b_pretrain_64gpu_gb200_fp8cs_config() (in module bridge.perf_recipes.qwen.gb200.qwen3_moe) qwen3_235b_a22b_pretrain_64gpu_gb200_fp8mx_config() (in module bridge.perf_recipes.qwen.gb200.qwen3_moe) qwen3_235b_a22b_pretrain_64gpu_gb200_nvfp4_config() (in module bridge.perf_recipes.qwen.gb200.qwen3_moe) qwen3_235b_a22b_pretrain_64gpu_gb300_bf16_config() (in module bridge.perf_recipes.qwen.gb300.qwen3_moe) qwen3_235b_a22b_pretrain_64gpu_gb300_fp8cs_config() (in module bridge.perf_recipes.qwen.gb300.qwen3_moe) qwen3_235b_a22b_pretrain_64gpu_gb300_fp8mx_config() (in module bridge.perf_recipes.qwen.gb300.qwen3_moe) qwen3_235b_a22b_pretrain_64gpu_gb300_nvfp4_config() (in module bridge.perf_recipes.qwen.gb300.qwen3_moe) qwen3_235b_a22b_sft_64gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen3_moe) qwen3_30b_a3b_peft_4gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen3_moe) qwen3_30b_a3b_pretrain_16gpu_gb200_bf16_dev_config() (in module bridge.perf_recipes.qwen.gb200.qwen3_moe) qwen3_30b_a3b_pretrain_16gpu_gb200_fp8mx_paged_stash_dev_config() (in module bridge.perf_recipes.qwen.gb200.qwen3_moe) qwen3_30b_a3b_pretrain_16gpu_gb200_fp8mx_partial_cg_dev_config() (in module bridge.perf_recipes.qwen.gb200.qwen3_moe) qwen3_30b_a3b_pretrain_16gpu_h100_bf16_config() (in module bridge.perf_recipes.qwen.h100.qwen3_moe) (in module bridge.recipes.qwen.h100.qwen3_moe) qwen3_30b_a3b_pretrain_16gpu_h100_fp8cs_config() (in module bridge.perf_recipes.qwen.h100.qwen3_moe) qwen3_30b_a3b_pretrain_16gpu_h100_fp8ds_config() (in module bridge.perf_recipes.qwen.h100.qwen3_moe) qwen3_30b_a3b_pretrain_32gpu_gb200_bf16_config() (in module bridge.perf_recipes.qwen.gb200.qwen3_moe) qwen3_30b_a3b_pretrain_32gpu_gb200_fp8cs_config() (in module bridge.perf_recipes.qwen.gb200.qwen3_moe) qwen3_30b_a3b_pretrain_32gpu_gb300_bf16_config() (in module bridge.perf_recipes.qwen.gb300.qwen3_moe) qwen3_30b_a3b_pretrain_32gpu_gb300_fp8cs_config() (in module bridge.perf_recipes.qwen.gb300.qwen3_moe) qwen3_30b_a3b_pretrain_32gpu_h100_bf16_dev_config() (in module bridge.perf_recipes.qwen.h100.qwen3_moe) qwen3_30b_a3b_pretrain_32gpu_h100_fp8sc_dev_config() (in module bridge.perf_recipes.qwen.h100.qwen3_moe) qwen3_30b_a3b_pretrain_64gpu_b200_bf16_config() (in module bridge.perf_recipes.qwen.b200.qwen3_moe) qwen3_30b_a3b_pretrain_64gpu_b200_fp8cs_config() (in module bridge.perf_recipes.qwen.b200.qwen3_moe) qwen3_30b_a3b_pretrain_64gpu_h100_bf16_config() (in module bridge.perf_recipes.qwen.h100.qwen3_moe) qwen3_30b_a3b_pretrain_64gpu_h100_fp8cs_config() (in module bridge.perf_recipes.qwen.h100.qwen3_moe) qwen3_30b_a3b_pretrain_8gpu_b200_bf16_config() (in module bridge.perf_recipes.qwen.b200.qwen3_moe) qwen3_30b_a3b_pretrain_8gpu_b200_fp8cs_config() (in module bridge.perf_recipes.qwen.b200.qwen3_moe) qwen3_30b_a3b_pretrain_8gpu_b200_fp8mx_config() (in module bridge.perf_recipes.qwen.b200.qwen3_moe) qwen3_30b_a3b_pretrain_8gpu_b200_nvfp4_config() (in module bridge.perf_recipes.qwen.b200.qwen3_moe) qwen3_30b_a3b_pretrain_8gpu_b300_bf16_config() (in module bridge.perf_recipes.qwen.b300.qwen3_moe) qwen3_30b_a3b_pretrain_8gpu_b300_fp8cs_config() (in module bridge.perf_recipes.qwen.b300.qwen3_moe) qwen3_30b_a3b_pretrain_8gpu_b300_fp8mx_config() (in module bridge.perf_recipes.qwen.b300.qwen3_moe) qwen3_30b_a3b_pretrain_8gpu_b300_nvfp4_config() (in module bridge.perf_recipes.qwen.b300.qwen3_moe) qwen3_30b_a3b_pretrain_8gpu_gb200_bf16_config() (in module bridge.perf_recipes.qwen.gb200.qwen3_moe) qwen3_30b_a3b_pretrain_8gpu_gb200_fp8cs_config() (in module bridge.perf_recipes.qwen.gb200.qwen3_moe) qwen3_30b_a3b_pretrain_8gpu_gb200_fp8mx_config() (in module bridge.perf_recipes.qwen.gb200.qwen3_moe) qwen3_30b_a3b_pretrain_8gpu_gb200_fp8mx_functional_config() (in module bridge.recipes.qwen.gb200.qwen3_moe) qwen3_30b_a3b_pretrain_8gpu_gb200_nvfp4_config() (in module bridge.perf_recipes.qwen.gb200.qwen3_moe) qwen3_30b_a3b_pretrain_8gpu_gb300_bf16_config() (in module bridge.perf_recipes.qwen.gb300.qwen3_moe) qwen3_30b_a3b_pretrain_8gpu_gb300_fp8cs_config() (in module bridge.perf_recipes.qwen.gb300.qwen3_moe) qwen3_30b_a3b_pretrain_8gpu_gb300_fp8mx_config() (in module bridge.perf_recipes.qwen.gb300.qwen3_moe) qwen3_30b_a3b_pretrain_8gpu_gb300_nvfp4_config() (in module bridge.perf_recipes.qwen.gb300.qwen3_moe) qwen3_30b_a3b_pretrain_8gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen3_moe) qwen3_30b_a3b_pretrain_8gpu_vr200_bf16_config() (in module bridge.perf_recipes.qwen.vr200.qwen3_moe) qwen3_30b_a3b_pretrain_8gpu_vr200_fp8mx_config() (in module bridge.perf_recipes.qwen.vr200.qwen3_moe) qwen3_30b_a3b_pretrain_8gpu_vr200_nvfp4_config() (in module bridge.perf_recipes.qwen.vr200.qwen3_moe) qwen3_30b_a3b_sft_16gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen3_moe) qwen3_30b_a3b_sft_8gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen3_moe) qwen3_32b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen3) qwen3_32b_pretrain_16gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen3) qwen3_32b_sft_16gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen3) qwen3_4b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen3) qwen3_4b_pretrain_2gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen3) qwen3_4b_sft_2gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen3) qwen3_600m_peft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen3) qwen3_600m_pretrain_1gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen3) qwen3_600m_sft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen3) qwen3_600m_sft_8gpu_h100_bf16_128k_config() (in module bridge.recipes.qwen.h100.qwen3) qwen3_600m_sft_8gpu_h100_bf16_yarn_128k_config() (in module bridge.recipes.qwen.h100.qwen3) qwen3_8b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen3) qwen3_8b_pretrain_16gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen3) qwen3_8b_pretrain_4gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen3) qwen3_8b_sft_4gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen3) qwen3_8b_sft_8gpu_h100_bf16_32k_config() (in module bridge.recipes.qwen.h100.qwen3) qwen3_next_80b_a3b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen3_next) qwen3_next_80b_a3b_pretrain_128gpu_h100_bf16_config() (in module bridge.perf_recipes.qwen.h100.qwen3_moe) qwen3_next_80b_a3b_pretrain_128gpu_h100_fp8cs_config() (in module bridge.perf_recipes.qwen.h100.qwen3_moe) qwen3_next_80b_a3b_pretrain_32gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen3_next) qwen3_next_80b_a3b_pretrain_64gpu_b200_bf16_config() (in module bridge.perf_recipes.qwen.b200.qwen3_moe) qwen3_next_80b_a3b_pretrain_64gpu_b200_fp8mx_config() (in module bridge.perf_recipes.qwen.b200.qwen3_moe) qwen3_next_80b_a3b_pretrain_64gpu_b300_bf16_config() (in module bridge.perf_recipes.qwen.b300.qwen3_moe) qwen3_next_80b_a3b_pretrain_64gpu_b300_fp8mx_config() (in module bridge.perf_recipes.qwen.b300.qwen3_moe) qwen3_next_80b_a3b_pretrain_64gpu_gb200_bf16_config() (in module bridge.perf_recipes.qwen.gb200.qwen3_moe) qwen3_next_80b_a3b_pretrain_64gpu_gb200_fp8mx_config() (in module bridge.perf_recipes.qwen.gb200.qwen3_moe) qwen3_next_80b_a3b_pretrain_64gpu_gb300_bf16_config() (in module bridge.perf_recipes.qwen.gb300.qwen3_moe) qwen3_next_80b_a3b_pretrain_64gpu_gb300_fp8mx_config() (in module bridge.perf_recipes.qwen.gb300.qwen3_moe) qwen3_next_80b_a3b_sft_16gpu_h100_bf16_config() (in module bridge.recipes.qwen.h100.qwen3_next) qwen3_omni_30b_a3b_sft_8gpu_h100_bf16_config() (in module bridge.recipes.qwen_omni.h100.qwen3_omni) qwen3_omni_30b_a3b_sft_8gpu_h100_bf16_hf_json_config() (in module bridge.recipes.qwen_omni.h100.qwen3_omni) qwen3_omni_collate_fn() (in module bridge.models.qwen_omni.data.collate_fn) qwen3_vl_235b_a22b_peft_16gpu_h100_bf16_config() (in module bridge.recipes.qwen_vl.h100.qwen3_vl) qwen3_vl_235b_a22b_pretrain_256gpu_h100_bf16_config() (in module bridge.perf_recipes.qwen_vl.h100.qwen3_vl) qwen3_vl_235b_a22b_pretrain_256gpu_h100_bf16_mock_config() (in module bridge.recipes.qwen_vl.h100.qwen3_vl) qwen3_vl_235b_a22b_pretrain_256gpu_h100_fp8cs_config() (in module bridge.perf_recipes.qwen_vl.h100.qwen3_vl) qwen3_vl_235b_a22b_pretrain_64gpu_b200_bf16_config() (in module bridge.perf_recipes.qwen_vl.b200.qwen3_vl) qwen3_vl_235b_a22b_pretrain_64gpu_b200_fp8cs_config() (in module bridge.perf_recipes.qwen_vl.b200.qwen3_vl) qwen3_vl_235b_a22b_pretrain_64gpu_b200_fp8mx_config() (in module bridge.perf_recipes.qwen_vl.b200.qwen3_vl) qwen3_vl_235b_a22b_pretrain_64gpu_gb200_bf16_config() (in module bridge.perf_recipes.qwen_vl.gb200.qwen3_vl) qwen3_vl_235b_a22b_pretrain_64gpu_gb200_fp8cs_config() (in module bridge.perf_recipes.qwen_vl.gb200.qwen3_vl) qwen3_vl_235b_a22b_pretrain_64gpu_gb200_fp8mx_config() (in module bridge.perf_recipes.qwen_vl.gb200.qwen3_vl) qwen3_vl_235b_a22b_pretrain_64gpu_gb300_bf16_config() (in module bridge.perf_recipes.qwen_vl.gb300.qwen3_vl) qwen3_vl_235b_a22b_pretrain_64gpu_gb300_fp8cs_config() (in module bridge.perf_recipes.qwen_vl.gb300.qwen3_vl) qwen3_vl_235b_a22b_pretrain_64gpu_gb300_fp8mx_config() (in module bridge.perf_recipes.qwen_vl.gb300.qwen3_vl) qwen3_vl_235b_a22b_sft_32gpu_h100_bf16_config() (in module bridge.recipes.qwen_vl.h100.qwen3_vl) qwen3_vl_30b_a3b_peft_4gpu_h100_bf16_config() (in module bridge.recipes.qwen_vl.h100.qwen3_vl) qwen3_vl_30b_a3b_pretrain_16gpu_h100_bf16_config() (in module bridge.perf_recipes.qwen_vl.h100.qwen3_vl) qwen3_vl_30b_a3b_pretrain_16gpu_h100_fp8cs_config() (in module bridge.perf_recipes.qwen_vl.h100.qwen3_vl) qwen3_vl_30b_a3b_pretrain_8gpu_b200_bf16_config() (in module bridge.perf_recipes.qwen_vl.b200.qwen3_vl) qwen3_vl_30b_a3b_pretrain_8gpu_b200_fp8cs_config() (in module bridge.perf_recipes.qwen_vl.b200.qwen3_vl) qwen3_vl_30b_a3b_pretrain_8gpu_b200_fp8mx_config() (in module bridge.perf_recipes.qwen_vl.b200.qwen3_vl) qwen3_vl_30b_a3b_pretrain_8gpu_gb200_bf16_config() (in module bridge.perf_recipes.qwen_vl.gb200.qwen3_vl) qwen3_vl_30b_a3b_pretrain_8gpu_gb200_fp8cs_config() (in module bridge.perf_recipes.qwen_vl.gb200.qwen3_vl) qwen3_vl_30b_a3b_pretrain_8gpu_gb200_fp8mx_config() (in module bridge.perf_recipes.qwen_vl.gb200.qwen3_vl) qwen3_vl_30b_a3b_pretrain_8gpu_gb300_bf16_config() (in module bridge.perf_recipes.qwen_vl.gb300.qwen3_vl) qwen3_vl_30b_a3b_pretrain_8gpu_gb300_fp8cs_config() (in module bridge.perf_recipes.qwen_vl.gb300.qwen3_vl) qwen3_vl_30b_a3b_pretrain_8gpu_gb300_fp8mx_config() (in module bridge.perf_recipes.qwen_vl.gb300.qwen3_vl) qwen3_vl_30b_a3b_pretrain_8gpu_h100_bf16_mock_config() (in module bridge.recipes.qwen_vl.h100.qwen3_vl) qwen3_vl_30b_a3b_sft_8gpu_h100_bf16_config() (in module bridge.recipes.qwen_vl.h100.qwen3_vl) qwen3_vl_8b_peft_1gpu_h100_bf16_config() (in module bridge.recipes.qwen_vl.h100.qwen3_vl) qwen3_vl_8b_peft_1gpu_h100_bf16_energon_config() (in module bridge.recipes.qwen_vl.h100.qwen3_vl) qwen3_vl_8b_pretrain_4gpu_h100_bf16_mock_config() (in module bridge.recipes.qwen_vl.h100.qwen3_vl) qwen3_vl_8b_sft_2gpu_h100_bf16_config() (in module bridge.recipes.qwen_vl.h100.qwen3_vl) Qwen3ASRAudioAttention (class in bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr) Qwen3ASRAudioEncoder (class in bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr) Qwen3ASRAudioEncoderConfig (class in bridge.models.qwen3_asr.hf_qwen3_asr.configuration_qwen3_asr) Qwen3ASRAudioEncoderLayer (class in bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr) Qwen3ASRBridge (class in bridge.models.qwen3_asr.qwen3_asr_bridge) Qwen3ASRConfig (class in bridge.models.qwen3_asr.hf_qwen3_asr.configuration_qwen3_asr) Qwen3ASRForConditionalGeneration (class in bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr) Qwen3ASRModel (class in bridge.models.qwen3_asr.modeling_qwen3_asr.model) Qwen3ASRModelProvider (class in bridge.models.qwen3_asr.qwen3_asr_provider) Qwen3ASRPreTrainedModel (class in bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr) Qwen3ASRPreTrainedModelForConditionalGeneration (class in bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr) Qwen3ASRProcessor (class in bridge.models.qwen3_asr.hf_qwen3_asr.processing_qwen3_asr) Qwen3ASRProcessorKwargs (class in bridge.models.qwen3_asr.hf_qwen3_asr.processing_qwen3_asr) Qwen3ASRTextAttention (class in bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr) Qwen3ASRTextConfig (class in bridge.models.qwen3_asr.hf_qwen3_asr.configuration_qwen3_asr) Qwen3ASRTextMLP (class in bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr) Qwen3ASRTextRMSNorm (class in bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr) Qwen3ASRThinkerCausalLMOutputWithPast (class in bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr) Qwen3ASRThinkerConfig (class in bridge.models.qwen3_asr.hf_qwen3_asr.configuration_qwen3_asr) Qwen3ASRThinkerForConditionalGeneration (class in bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr) Qwen3ASRThinkerModel (class in bridge.models.qwen3_asr.modeling_qwen3_asr.thinker_model) Qwen3ASRThinkerTextAttention (class in bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr) Qwen3ASRThinkerTextDecoderLayer (class in bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr) Qwen3ASRThinkerTextMLP (class in bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr) Qwen3ASRThinkerTextModel (class in bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr) Qwen3ASRThinkerTextPreTrainedModel (class in bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr) Qwen3ASRThinkerTextRMSNorm (class in bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr) Qwen3ASRThinkerTextRotaryEmbedding (class in bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr) Qwen3ASRTransformerConfig (class in bridge.models.qwen3_asr.modeling_qwen3_asr.transformer_config) Qwen3Bridge (class in bridge.models.qwen.qwen3_bridge) Qwen3MoEBridge (class in bridge.models.qwen.qwen3_moe_bridge) Qwen3NextBridge (class in bridge.models.qwen.qwen3_next_bridge) Qwen3OmniBridge (class in bridge.models.qwen_omni.qwen3_omni_bridge) Qwen3OmniModel (class in bridge.models.qwen_omni.modeling_qwen3_omni.model) Qwen3OmniModelProvider (class in bridge.models.qwen_omni.qwen3_omni_provider) Qwen3OmniThinkerModel (class in bridge.models.qwen_omni.modeling_qwen3_omni.thinker_model) Qwen3OmniTransformerConfig (class in bridge.models.qwen_omni.modeling_qwen3_omni.transformer_config) qwen3vl_cp_split() (in module bridge.models.qwen_vl.modelling_qwen3_vl.utils) Qwen3VLBridge (class in bridge.models.qwen_vl.qwen3_vl_bridge) Qwen3VLForTokenClassification (class in bridge.models.qwen_vl.modelling_qwen3_vl.token_classification) Qwen3VLGPTModel (class in bridge.models.qwen_vl.modelling_qwen3_vl.text_model) Qwen3VLModel (class in bridge.models.qwen_vl.modelling_qwen3_vl.model) Qwen3VLModelProvider (class in bridge.models.qwen_vl.qwen3_vl_provider) Qwen3VLMoEBridge (class in bridge.models.qwen_vl.qwen3_vl_bridge) Qwen3VLMoEModelProvider (class in bridge.models.qwen_vl.qwen3_vl_provider) Qwen3VLMultimodalRotaryEmbedding (class in bridge.models.qwen_vl.modelling_qwen3_vl.rope) Qwen3VLSelfAttention (class in bridge.models.qwen_vl.modelling_qwen3_vl.attention) Qwen3VLTransformerBlock (class in bridge.models.qwen_vl.modelling_qwen3_vl.transformer_block) Qwen3VLTransformerConfig (class in bridge.models.qwen_vl.modelling_qwen3_vl.transformer_config) Qwen3VLVisionModel (class in bridge.models.qwen_vl.modelling_qwen3_vl.vision_model) Qwen3VLVisionPatchEmbed (class in bridge.models.qwen_vl.modelling_qwen3_vl.utils) Qwen3VLVisionPatchMerger (class in bridge.models.qwen_vl.modelling_qwen3_vl.utils) Qwen3VLVisionRotaryEmbedding (class in bridge.models.qwen_vl.modelling_qwen3_vl.utils) Qwen3VLVisionTransformerBlock (class in bridge.models.qwen_vl.modelling_qwen3_vl.transformer_block) QWEN_TOKENS (in module bridge.data.token_utils) QWEN_VISUAL_KEYS (in module bridge.models.qwen_vl.data.collate_fn) QWEN_VL_MAX_PIXELS (in module bridge.models.qwen_vl.data.collate_fn) QWEN_VL_MIN_PIXELS (in module bridge.models.qwen_vl.data.collate_fn) QwenVLEnergonTaskEncoderConfig (class in bridge.data.builders.energon) QwenVLPackedTaskSample (class in bridge.models.qwen_vl.data.energon) QwenVLPreparedSequence (class in bridge.models.qwen_vl.data.collate_fn) QwenVLTaskBatch (class in bridge.models.qwen_vl.data.energon) QwenVLTaskEncoder (class in bridge.models.qwen_vl.data.energon) QwenVLTaskSample (class in bridge.models.qwen_vl.data.energon) R R (in module bridge.utils.decorators) radio_cpe_aspect_ratio_select (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) radio_disable_cpe (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) radio_force_cpe_eval_mode (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) radio_force_eval_mode (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) radio_interpolate_only_cpe (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronOmniLlavaModelProvider attribute) (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronOmniModelProvider attribute) (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) rand_name() (in module bridge.diffusion.models.wan.inference.utils) random_seed (bridge.data.builders.mock_vlm_sft.MockVLMSFTDatasetConfig attribute) (bridge.data.megatron_mimo.mock_provider.MockMegatronMIMOProvider attribute) (bridge.recipes.qwen_vl.qwen25_vl_dataset.MockQwen25VLDatasetProvider attribute) RandomSeedDataset (class in bridge.data.samplers) rank (bridge.training.tokenizers.config.TokenizerConfig attribute) rank_0_prepare_data() (in module bridge.data.datasets.utils) rank_heartbeat_timeout (bridge.recipes.run_plugins.FaultTolerancePlugin attribute) rank_offset (bridge.models.megatron_mimo.megatron_mimo_config.ModuleParallelismConfig attribute) read_metadata() (in module bridge.training.checkpointing) read_run_config() (in module bridge.training.utils.checkpoint_utils) read_train_state() (in module bridge.training.utils.checkpoint_utils) recipe_function_name() (in module bridge.recipes.utils.naming) recipe_variant_suffix() (in module bridge.recipes.utils.naming) recompute_granularity (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) recompute_modules (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) recompute_num_layers (bridge.models.t5_provider.T5ModelProvider attribute) record_memory_history (bridge.recipes.run_plugins.PyTorchProfilerPlugin attribute) (bridge.recipes.run_plugins.PyTorchProfilerPluginScriptArgs attribute) record_shapes (bridge.recipes.run_plugins.NsysPlugin attribute) (bridge.recipes.run_plugins.NsysPluginScriptArgs attribute) (bridge.recipes.run_plugins.PyTorchProfilerPlugin attribute) (bridge.recipes.run_plugins.PyTorchProfilerPluginScriptArgs attribute) reduce_max_memory_across_pp_group() (in module bridge.training.utils.train_utils) reduce_max_stat_across_model_parallel_group() (in module bridge.training.utils.train_utils) register() (bridge.training.callbacks.CallbackManager method) (in module bridge.training.mixed_precision) register_allowed_target_prefix() (in module bridge.utils.instantiate_utils) register_bridge() (bridge.models.conversion.model_bridge.MegatronModelBridge class method) register_bridge_implementation() (in module bridge.models.conversion.model_bridge) register_mimo_conversion_spec() (in module bridge.models.megatron_mimo.conversion.orchestrator) register_module_type() (bridge.models.conversion.param_mapping.AutoMapping class method) register_post_wrap_hook() (bridge.models.model_provider.ModelProviderMixin method) register_pre_wrap_hook() (bridge.models.model_provider.ModelProviderMixin method) register_target_alias() (bridge.peft.module_matcher.ModuleMatcher method) relative_attention_max_distance (bridge.models.t5_provider.T5ModelProvider attribute) relative_attention_num_buckets (bridge.models.t5_provider.T5ModelProvider attribute) release() (bridge.training.utils.sig_utils.DistributedSignalHandler method) remove_non_pickleables() (in module bridge.models.conversion.utils) rendered_turn_end_roles (bridge.data.conversation_processing.AssistantMaskBoundaryConfig attribute) reorganize_inputs() (in module bridge.models.exaone.exaone45.modelling_exaone45.utils) (in module bridge.models.qwen_vl.modelling_qwen3_vl.utils) repack_mcore_thd_position_ids() (in module bridge.training.utils.packed_seq_utils) repeat_kv() (in module bridge.diffusion.models.common.nemotron_labs_diffusion_attention) (in module bridge.models.bailing.modeling_bailing_moe_v2) (in module bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr) repetition_penalty (bridge.models.hf_pretrained.causal_lm.GenerateKwargs attribute) replace_mla_self_attention() (in module bridge.models.deepseek.attention) replace_multimodal_special_tokens() (bridge.models.qwen3_asr.hf_qwen3_asr.processing_qwen3_asr.Qwen3ASRProcessor method) ReplicatedMapping (class in bridge.models.conversion.param_mapping) repo_id (bridge.models.stepfun.data.flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) report_l2_norm_grad() (in module bridge.training.utils.train_utils) report_memory() (in module bridge.training.utils.train_utils) report_runtime() (in module bridge.training.utils.train_utils) report_theoretical_memory() (in module bridge.training.utils.theoretical_memory_utils) report_throughput() (in module bridge.training.utils.train_utils) report_time_interval (bridge.training.config.NVRxStragglerDetectionConfig attribute) requantize_hf_weight_scale_pairs() (in module bridge.models.conversion.quantization_utils) required_adapter_kwargs (bridge.data.sources.hf._HFDatasetPreset attribute) REQUIRED_COLUMNS (in module bridge.data.packing.parquet) required_hf_param_names (bridge.models.conversion.model_bridge.WeightConversionTask attribute) requires_expert_splits (bridge.models.conversion.peft_bridge.AdapterWeightConversionTask attribute) rerun_mode (bridge.training.config.RerunStateMachineConfig attribute) rerun_state_machine (bridge.training.config.ConfigContainer attribute) RerunStateMachineConfig (class in bridge.training.config) reset_adapter() (bridge.peft.multi_lora_layers.MultiLoRAGroupedExpertLinear method) (bridge.peft.multi_lora_layers.MultiLoRALinear method) reset_for_restart() (bridge.training.state.GlobalState method) reset_inference_state() (bridge.diffusion.models.llada15.llada15_attention.LLaDA15TEDotProductAttention method) reset_parameters() (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2Gate method) (bridge.models.common.heads.LinearForLastLayer method) resolve() (bridge.models.conversion.model_bridge._HFNameSuffixMapping method) (bridge.models.conversion.param_mapping.AutoMapping method) (bridge.models.conversion.param_mapping.ConcatenatedQKVMapping method) (bridge.models.conversion.param_mapping.FusedExpertMapping method) (bridge.models.conversion.param_mapping.FusedGatedExpertMapping method) (bridge.models.conversion.param_mapping.GatedMLPMapping method) (bridge.models.conversion.param_mapping.GDNLinearMapping method) (bridge.models.conversion.param_mapping.GDNLinearMappingSeparate method) (bridge.models.conversion.param_mapping.KVMapping method) (bridge.models.conversion.param_mapping.MegatronParamMapping method) (bridge.models.conversion.param_mapping.QKVGMapping method) (bridge.models.conversion.param_mapping.QKVMapping method) (bridge.models.conversion.quant_mapping._DerivedAmaxMapping method) (bridge.models.conversion.quant_mapping.AmaxFanoutMapping method) (bridge.models.conversion.quant_mapping.MoeAmaxFanoutMapping method) (bridge.models.deepseek.deepseek_v4_bridge._HCAlphaMapping method) (bridge.models.deepseek.deepseek_v4_bridge._HCAlphaSecondaryMapping method) (bridge.models.ernie_vl.ernie45_vl_bridge._ConcatBiasMapping method) (bridge.models.ernie_vl.ernie45_vl_bridge._OffsetGatedMLPMapping method) (bridge.models.ernie_vl.ernie45_vl_bridge._OffsetRowParallelMapping method) (bridge.models.nemotronh.nemotron_h_bridge._MTPFlatteningMapping method) (bridge.models.nemotronh.nemotron_h_bridge._MTPFlatteningQKVMapping method) resolve_blend_weights() (in module bridge.data.sources.hf) resolve_chat_template_kwargs() (in module bridge.data.conversation_processing) resolve_global_flops_runtime_stats() (in module bridge.training.utils.flop_utils) resolve_global_flops_seqlen_stats() (in module bridge.training.utils.flop_utils) resolve_gpt_sft_dataset_root() (in module bridge.data.builders.gpt_sft) resolve_gpt_sft_preprocessing() (in module bridge.data.builders.gpt_sft) resolve_hf_dataset_source() (in module bridge.data.sources.hf) resolve_mapping() (bridge.models.conversion.mapping_registry.MegatronMappingRegistry method) resolve_model_collate() (in module bridge.data.collators.registry) resolve_packed_parquet_paths() (in module bridge.data.packing.paths) resolve_packed_parquet_paths_with_retry() (in module bridge.data.packing.paths) resolve_path() (in module bridge.utils.common_utils) resolve_slurm_master_addr() (in module bridge.utils.slurm_utils) resolve_slurm_master_port() (in module bridge.utils.slurm_utils) resolve_step_packing() (in module bridge.training.megatron_mimo_step) restore_modelopt_state (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) restore_sharded_modelopt_state() (in module bridge.training.post_training.checkpointing) restore_state() (bridge.data.energon.base_energon_datamodule.EnergonDataloader method) return_attention_mask (bridge.models.hf_pretrained.causal_lm.EncodeKwargs attribute) return_dict (bridge.models.gemma_vl.gemma3_vl_provider.Gemma3VLModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.qwen_vl.qwen25_vl_provider.Qwen25VLModelProvider attribute) return_dict_in_generate (bridge.models.hf_pretrained.causal_lm.GenerateKwargs attribute) return_tensors (bridge.models.hf_pretrained.causal_lm.EncodeKwargs attribute) return_token_type_ids (bridge.models.hf_pretrained.causal_lm.EncodeKwargs attribute) reuse_grad_buf_for_mxfp8_param_ag (bridge.training.mixed_precision.MixedPrecisionConfig attribute) RingExchangeOverlapCfg (class in bridge.training.comm_overlap) RMSNorm (class in bridge.diffusion.models.common.normalization) (in module bridge.models.gemma.modeling_gemma4) RMSNorm2ZeroCenteredRMSNormMapping (class in bridge.models.conversion.param_mapping) rng (bridge.training.config.ConfigContainer attribute) RNNHead (class in bridge.training.post_training.dspark.heads) role_end_token_variants (bridge.data.conversation_processing.AssistantMaskBoundaryConfig attribute) role_end_tokens (bridge.data.conversation_processing.AssistantMaskBoundaryConfig attribute) role_start_tokens (bridge.data.conversation_processing.AssistantMaskBoundaryConfig attribute) roll_tensor() (in module bridge.models.bailing.modeling_bailing_moe_v2) rope() (in module bridge.diffusion.models.flux.layers) rope_cu_seqlens (bridge.models.stepfun.modelling_step37.image_insert_embedding.ImageForInsert attribute) rope_deltas (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerCausalLMOutputWithPast attribute) rope_local_base_freq_from_hf() (in module bridge.models.conversion.transformers_compat) rope_max_seq_len (bridge.models.stepfun.modelling_step37.image_insert_embedding.ImageForInsert attribute) rope_params() (bridge.diffusion.models.wan.rope_utils.Wan3DRopeEmbeddings method) rope_scaling (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider attribute) (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) rope_scaling_factor (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider attribute) (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.gemma.gemma3_provider.Gemma3ModelProvider attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) rope_scaling_factor_from_hf() (in module bridge.models.conversion.transformers_compat) rope_theta_from_hf() (in module bridge.models.conversion.transformers_compat) rope_type (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) RopeArgsFn (in module bridge.models.stepfun.data.flickr8k.multimodal_utils) rot_pos_emb() (bridge.models.ernie_vl.modeling_ernie45_vl.vision_model.ErnieVLVisionModel method) (bridge.models.exaone.exaone45.modelling_exaone45.vision_model.Exaone45VisionModel method) (bridge.models.qwen_vl.modelling_qwen3_vl.vision_model.Qwen3VLVisionModel method) rotary_base (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider attribute) (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.gemma.gemma2_provider.Gemma2ModelProvider attribute) (bridge.models.gemma.gemma3_provider.Gemma3ModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) (bridge.models.mimo_v2_flash.mimo_v2_flash_provider.MiMoV2FlashModelProvider attribute) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider attribute) (bridge.models.mistral.mistral_provider.MistralModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.qwen3_asr.modeling_qwen3_asr.transformer_config.Qwen3ASRTransformerConfig attribute) (bridge.models.qwen3_asr.qwen3_asr_provider.Qwen3ASRModelProvider attribute) (bridge.models.qwen_omni.modeling_qwen25_omni.transformer_config.Qwen25OmniTransformerConfig attribute) (bridge.models.qwen_omni.modeling_qwen3_omni.transformer_config.Qwen3OmniTransformerConfig attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_config.Qwen3VLTransformerConfig attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) rotary_base_per_layer (bridge.models.stepfun.step35_provider.Step35ModelProvider attribute) rotary_interleaved (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) rotary_percent (bridge.models.exaone.exaone45.modelling_exaone45.transformer_config.Exaone45TransformerConfig attribute) (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) (bridge.models.llama_nemotron.llama_nemotron_provider.LlamaNemotronHeterogeneousProvider attribute) (bridge.models.qwen3_asr.modeling_qwen3_asr.transformer_config.Qwen3ASRTransformerConfig attribute) (bridge.models.qwen_omni.modeling_qwen25_omni.transformer_config.Qwen25OmniTransformerConfig attribute) (bridge.models.qwen_omni.modeling_qwen3_omni.transformer_config.Qwen3OmniTransformerConfig attribute) (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_config.Qwen3VLTransformerConfig attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.t5_provider.T5ModelProvider attribute) rotary_pos_emb (bridge.models.qwen_vl.modelling_qwen3_vl.model.Qwen3VLModel property) rotary_scaling_factor (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) rotate_half() (in module bridge.diffusion.models.common.nemotron_labs_diffusion_attention) (in module bridge.models.bailing.modeling_bailing_moe_v2) (in module bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr) (in module bridge.models.stepfun.modelling_step37.utils) route (bridge.models.megatron_mimo.conversion.orchestrator.MIMOConversionTask attribute) routed_experts (bridge.training.utils.theoretical_memory_utils._ParameterCounts attribute) routed_experts_by_layer (bridge.training.utils.theoretical_memory_utils._ParameterCounts attribute) router_logits (bridge.models.bailing.modeling_bailing_moe_v2.MoEV2CausalLMOutputWithPast attribute) routes (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge property) routing() (bridge.models.gemma.modeling_gemma4.Gemma4TopKRouter method) row (bridge.models.qwen_vl.data.collate_fn.QwenVLPreparedSequence attribute) RowParallelMapping (class in bridge.models.conversion.param_mapping) runtime_config_update() (in module bridge.training.config) S safe_import() (in module bridge.utils.import_utils) safe_import_from() (in module bridge.utils.import_utils) safe_load_config_with_retry() (in module bridge.models.hf_pretrained.safe_config_loader) safe_load_npy() (in module bridge.utils.safe_pickle) safe_map() (in module bridge.data.datasets.utils) safe_pickle_load() (in module bridge.utils.safe_pickle) safe_pickle_loads() (in module bridge.utils.safe_pickle) safe_serialize() (in module bridge.training.utils.log_utils) safe_shutdown_nvrx_straggler_manager() (in module bridge.training.nvrx_straggler) safe_torch_tensor_pickle_loads() (in module bridge.utils.safe_pickle) safe_url_open() (in module bridge.utils.safe_url) SafeDiffusionSampleDecoder (class in bridge.diffusion.data.common.safe_decoder) SafeTensorsStateSource (class in bridge.models.hf_pretrained.state) sample_abs_posemb() (bridge.models.stepfun.modelling_step37.vision_model.Step37VisionModel method) sample_count (bridge.models.stepfun.data.flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) sample_metadata_kwargs() (in module bridge.data.energon.metadata) sample_timesteps() (bridge.diffusion.common.flow_matching.flow_matching_pipeline.FlowMatchingPipeline method) sample_video_frames_to_data_urls() (in module bridge.models.nemotron_vl.nemotron_vl_utils) samples (bridge.models.qwen_vl.data.energon.QwenVLPackedTaskSample attribute) SarvamMLABridge (class in bridge.models.sarvam.sarvam_mla_bridge) SarvamMLAModelProvider (class in bridge.models.sarvam.sarvam_provider) SarvamMoEBridge (class in bridge.models.sarvam.sarvam_moe_bridge) SarvamMoEModelProvider (class in bridge.models.sarvam.sarvam_provider) save() (bridge.training.checkpointing.CheckpointManager method) (bridge.training.checkpointing.DefaultCheckpointManager method) save_artifacts() (bridge.diffusion.conversion.flux.flux_hf_pretrained.PreTrainedFlux method) (bridge.diffusion.conversion.wan.wan_hf_pretrained.PreTrainedWAN method) (bridge.models.hf_pretrained.base.PreTrainedBase method) save_checkpoint() (in module bridge.training.checkpointing) save_checkpoint_and_time() (in module bridge.training.train) save_converted_model_to (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) save_dir (bridge.recipes.run_plugins.WandbPlugin attribute) (bridge.recipes.run_plugins.WandbPluginScriptArgs attribute) save_fsdp_dtensor_checkpoint() (in module bridge.training.checkpointing) save_generator() (bridge.diffusion.conversion.flux.flux_hf_pretrained.FluxSafeTensorsStateSource method) (bridge.diffusion.conversion.wan.wan_hf_pretrained.WanSafeTensorsStateSource method) (bridge.models.hf_pretrained.state.SafeTensorsStateSource method) save_hf_adapter() (bridge.models.conversion.auto_bridge.AutoBridge method) (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge method) save_hf_pretrained() (bridge.models.config.ConfigProtocol method) (bridge.models.conversion.auto_bridge.AutoBridge method) (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge method) (bridge.models.model_provider.ModelProviderMixin method) (in module bridge.models.config) save_hf_pretrained_mimo() (in module bridge.models.megatron_mimo.conversion.orchestrator) save_hf_weights() (bridge.models.conversion.auto_bridge.AutoBridge method) save_megatron_mimo_model() (in module bridge.models.megatron_mimo.conversion.mimo_model_io) save_megatron_model() (bridge.models.conversion.auto_bridge.AutoBridge method) (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge method) (in module bridge.training.model_load_save) save_pretrained() (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM method) (bridge.models.hf_pretrained.masked_lm.PreTrainedMaskedLM method) save_state() (bridge.data.energon.base_energon_datamodule.EnergonDataloader method) save_tokenizer_assets() (in module bridge.training.checkpointing) scale_add() (bridge.diffusion.models.flux.flux_layer_spec.AdaLN method) (bridge.diffusion.models.wan.wan_layer_spec.WanAdaLN method) scale_embeddings_by_hidden_size (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) scale_from_amax() (in module bridge.models.conversion.quantization_utils) scale_noise() (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.FlowMatchEulerDiscreteScheduler method) scaled_modulated_layernorm() (bridge.diffusion.models.flux.flux_layer_spec.AdaLN method) scatter_embedding_sequence_parallel (bridge.models.ernie_vl.ernie45_vl_provider.Ernie45VLModelProvider attribute) (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider attribute) (bridge.models.gemma.gemma3_provider.Gemma3ModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.gemma_vl.gemma3_vl_provider.Gemma3VLModelProvider attribute) (bridge.models.gemma_vl.gemma4_vl_provider.Gemma4DenseVLProvider attribute) (bridge.models.gemma_vl.gemma4_vl_provider.Gemma4VLModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.kimi_vl.kimi_k25_vl_provider.KimiK25VLModelProvider attribute) (bridge.models.minimax_m3.minimax_m3_bridge.MiniMaxM3VLModelProvider attribute) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider attribute) (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) (bridge.models.qwen3_asr.qwen3_asr_provider.Qwen3ASRModelProvider attribute) (bridge.models.qwen_audio.qwen2_audio_provider.Qwen2AudioModelProvider attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) (bridge.models.qwen_vl.qwen25_vl_provider.Qwen25VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) scatter_to_tp_ranks() (bridge.models.conversion.param_mapping.MegatronParamMapping method) schedule_async_save() (in module bridge.training.checkpointing) scheduler (bridge.training.callbacks.CallbackContext attribute) (bridge.training.config.ConfigContainer attribute) (bridge.training.setup.SetupOutput attribute) scheduler_config (bridge.training.config.OptimizerConfigOverrideProviderContext attribute) SchedulerConfig (class in bridge.training.config) schedulers (bridge.training.setup_megatron_mimo.MegatronMIMOSetupOutput attribute) schema_adapter (bridge.data.sources.hf._HFDatasetPreset attribute) (bridge.data.sources.hf.HFDatasetSourceConfig attribute) script_args_converter_fn (bridge.recipes.run_plugins.CometPlugin attribute) (bridge.recipes.run_plugins.FaultTolerancePlugin attribute) (bridge.recipes.run_plugins.NsysPlugin attribute) (bridge.recipes.run_plugins.PreemptionPlugin attribute) (bridge.recipes.run_plugins.PyTorchProfilerPlugin attribute) (bridge.recipes.run_plugins.WandbPlugin attribute) second_per_grid_ts (bridge.training.utils.visual_inputs.GenericVisualInputs attribute) seconds_per_chunk (bridge.models.qwen_omni.modeling_qwen25_omni.transformer_config.Qwen25OmniTransformerConfig attribute) (bridge.models.qwen_omni.modeling_qwen3_omni.transformer_config.Qwen3OmniTransformerConfig attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) seed (bridge.data.builders.gpt_sft.GPTSFTDatasetConfig attribute) seen_checkpoints_cnt (bridge.training.state.FaultToleranceState attribute) seen_tr_iters_cnt (bridge.training.state.FaultToleranceState attribute) select() (bridge.models.conversion.param_mapping.LocalHFParamSpec method) select_direct_hf_sft_collate() (in module bridge.data.builders.direct_hf_sft) select_inference_next_token() (in module bridge.models.nemotron_omni.nemotron_omni_utils) select_samples_to_pack() (bridge.diffusion.data.common.diffusion_task_encoder_with_sp.DiffusionTaskEncoderWithSequencePacking method) (bridge.models.qwen_vl.data.energon.QwenVLTaskEncoder method) selected_shape() (bridge.models.conversion.param_mapping.LocalHFParamSpec method) separate_video_embedder (bridge.models.nemotron_omni.nemotron_omni_provider._NemotronOmniModelProviderBase attribute) separator (bridge.data.sft_processing.PromptCompletionSFTPreprocessingConfig attribute) seq_len_interpolation_factor (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) (bridge.models.t5_provider.T5ModelProvider attribute) seq_len_kv (bridge.diffusion.data.common.diffusion_sample.DiffusionSample attribute) seq_len_kv_padded (bridge.diffusion.data.common.diffusion_sample.DiffusionSample attribute) seq_len_q (bridge.diffusion.data.common.diffusion_sample.DiffusionSample attribute) seq_len_q_padded (bridge.diffusion.data.common.diffusion_sample.DiffusionSample attribute) seq_length (bridge.data.builders.direct_hf_sft.DirectHFSFTDatasetConfig attribute) (bridge.data.builders.energon.EnergonDatasetConfig attribute) (bridge.data.builders.gpt_sft.GPTSFTDatasetConfig attribute) (bridge.data.builders.mock_vlm_sft.MockVLMSFTDatasetConfig attribute) (bridge.data.megatron_mimo.hf_provider.HFMegatronMIMODatasetProvider attribute) (bridge.data.megatron_mimo.mock_provider.MockMegatronMIMOProvider attribute) (bridge.diffusion.data.common.diffusion_energon_datamodule.DiffusionDataModuleConfig attribute) (bridge.diffusion.data.flux.flux_energon_datamodule.FluxDataModuleConfig attribute) (bridge.diffusion.data.flux.flux_energon_datamodule.FluxDatasetConfig attribute) (bridge.diffusion.data.flux.flux_mock_datamodule.FluxMockDataModuleConfig attribute) (bridge.diffusion.data.wan.wan_energon_datamodule.WanDataModuleConfig attribute) (bridge.diffusion.data.wan.wan_energon_datamodule.WanDatasetConfig attribute) (bridge.diffusion.data.wan.wan_mock_datamodule.WanMockDataModuleConfig attribute) (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.gemma.gemma2_provider.Gemma2ModelProvider attribute) (bridge.models.gemma.gemma3_provider.Gemma3ModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.gemma.gemma_provider.GemmaModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider attribute) (bridge.models.mistral.mistral_provider.MistralModelProvider attribute) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) (bridge.models.stepfun.data.flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) (bridge.models.t5_provider.T5ModelProvider attribute) (bridge.recipes.qwen_vl.qwen25_vl_dataset.MockQwen25VLDatasetProvider attribute) (bridge.training.config.GPTDatasetConfig attribute) seq_length_dec (bridge.models.t5_provider.T5ModelProvider attribute) seqlen_divisible_by (bridge.models.stepfun.data.flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) seqlen_squared_sum (bridge.training.utils.flop_utils.GlobalFlopsRuntimeStats attribute) seqlen_sum (bridge.training.utils.flop_utils.GlobalFlopsRuntimeStats attribute) sequence_length (bridge.models.qwen_vl.data.collate_fn.QwenVLPreparedSequence property) SEQUENCE_LENGTH_128K (in module bridge.recipes.gemma.h100.gemma3) (in module bridge.recipes.llama.h100.llama3) SEQUENCE_LENGTH_16K (in module bridge.recipes.llama.h100.llama3) SEQUENCE_LENGTH_32K (in module bridge.recipes.gemma.h100.gemma3) SEQUENCE_LENGTH_64K (in module bridge.recipes.llama.h100.llama3) sequence_parallel (bridge.models.model_provider.ModelParallelKwargs attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) sequence_parallel_input_regather (bridge.peft.lora.LoRA attribute) set_begin_index() (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.FlowMatchEulerDiscreteScheduler method) set_block_mask() (bridge.diffusion.models.llada15.llada15_attention.LLaDA15TEDotProductAttention method) set_checkpoint_version() (in module bridge.training.checkpointing) set_cuda_graph_modules() (in module bridge.utils.cuda_graph) set_data_parallel_size() (bridge.training.config.ConfigContainer method) set_decoder() (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2ForCausalLM method) set_deepseek_v3_pipeline_model_parallel_layout() (in module bridge.recipes.deepseek.h100.deepseek_v3) set_deepseek_v4_pipeline_model_parallel_layout() (in module bridge.models.deepseek.deepseek_v4_bridge) set_dist_train_input_tensors() (bridge.models.qwen_vl.modelling_qwen3_vl.model.Qwen3VLModel method) set_epoch() (bridge.data.samplers.RandomSeedDataset method) set_full_iteration_cuda_graph() (in module bridge.utils.cuda_graph) set_glm_45v_pipeline_model_parallel_layout() (in module bridge.recipes.glm_vl.h100.glm_45v) set_inference_mode() (bridge.diffusion.models.common.nemotron_labs_diffusion_attention.NemotronLabsDiffusionAttention method) set_inference_params() (bridge.diffusion.models.common.nemotron_labs_diffusion_attention.NemotronLabsDiffusionAttention method) set_input_embeddings() (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2ForCausalLM method) (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2Model method) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRAudioEncoder method) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerForConditionalGeneration method) set_input_tensor() (bridge.diffusion.models.flux.flux_model.Flux method) (bridge.diffusion.models.wan.wan_model.WanModel method) (bridge.models.ernie_vl.modeling_ernie45_vl.model.Ernie45VLModel method) (bridge.models.ernie_vl.modeling_ernie45_vl.vision_model.ErnieVLVisionModel method) (bridge.models.exaone.exaone45.modelling_exaone45.model.Exaone45Model method) (bridge.models.exaone.exaone45.modelling_exaone45.vision_model.Exaone45VisionModel method) (bridge.models.gemma_vl.modeling_gemma3_vl.Gemma3VLModel method) (bridge.models.gemma_vl.modeling_gemma4_vl.Gemma4VLModel method) (bridge.models.glm_vl.modeling_glm_45v.GLM45VModel method) (bridge.models.kimi_vl.modeling_kimi_k25_vl.KimiK25VLModel method) (bridge.models.minimax_m3.modeling_minimax_m3_vl.MiniMaxM3VLModel method) (bridge.models.ministral3.modeling_ministral3.Ministral3Model method) (bridge.models.nemotron_omni.modeling_nemotron_omni.NemotronOmniModel method) (bridge.models.nemotron_omni.nemotron_omni_sound.BridgeSoundEncoder method) (bridge.models.nemotron_vl.modeling_nemotron_vl.NemotronVLModel method) (bridge.models.qwen3_asr.modeling_qwen3_asr.model.Qwen3ASRModel method) (bridge.models.qwen3_asr.modeling_qwen3_asr.thinker_model.Qwen3ASRThinkerModel method) (bridge.models.qwen_audio.modeling_qwen2_audio.Qwen2AudioModel method) (bridge.models.qwen_omni.modeling_qwen25_omni.model.Qwen25OmniModel method) (bridge.models.qwen_omni.modeling_qwen25_omni.thinker_model.Qwen25OmniThinkerModel method) (bridge.models.qwen_omni.modeling_qwen3_omni.model.Qwen3OmniModel method) (bridge.models.qwen_omni.modeling_qwen3_omni.thinker_model.Qwen3OmniThinkerModel method) (bridge.models.qwen_vl.modeling_qwen25_vl.Qwen25VLModel method) (bridge.models.qwen_vl.modelling_qwen3_vl.model.Qwen3VLModel method) (bridge.models.qwen_vl.modelling_qwen3_vl.vision_model.Qwen3VLVisionModel method) (bridge.models.stepfun.modelling_step37.model.Step37Model method) set_jit_fusion_options() (in module bridge.training.initialize) set_layer_number() (bridge.models.ernie_vl.modeling_ernie45_vl.ernie_moe_layer.ErnieMultiTypeMoE method) set_moe_mm_token_type_ids() (in module bridge.models.ernie_vl.modeling_ernie45_vl.ernie_moe_layer) set_output_embeddings() (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2ForCausalLM method) set_padding_mask() (bridge.diffusion.models.llada15.llada15_attention.LLaDA15TEDotProductAttention method) set_params_to_save() (bridge.peft.base.PEFT method) set_process_groups_from_pg_collection() (bridge.models.conversion.mapping_registry.MegatronMappingRegistry method) (bridge.models.conversion.param_mapping.MegatronParamMapping method) set_sm_margin (bridge.training.comm_overlap.BulkOverlapCfg attribute) (bridge.training.comm_overlap.PipelineOverlapCfg attribute) (bridge.training.comm_overlap.RingExchangeOverlapCfg attribute) set_timesteps() (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.FlowMatchEulerDiscreteScheduler method) set_tokens_per_adapter_slot() (in module bridge.peft.multi_lora_layers) set_tp_group() (in module bridge.diffusion.models.nemotron_labs_diffusion.inference_nemotron_labs_diffusion) setup() (bridge.recipes.run_plugins.CometPlugin method) (bridge.recipes.run_plugins.FaultTolerancePlugin method) (bridge.recipes.run_plugins.NsysPlugin method) (bridge.recipes.run_plugins.PreemptionPlugin method) (bridge.recipes.run_plugins.PyTorchProfilerPlugin method) (bridge.recipes.run_plugins.WandbPlugin method) (bridge.training.comm_overlap.CommOverlapConfig method) (bridge.training.mixed_precision.MixedPrecisionConfig method) (in module bridge.training.fault_tolerance) (in module bridge.training.setup) setup_data_iterators() (in module bridge.data.loaders) setup_logging() (in module bridge.training.utils.log_utils) setup_megatron_mimo() (in module bridge.training.setup_megatron_mimo) setup_model_from_checkpoint() (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.FluxInferencePipeline method) (bridge.diffusion.models.wan.flow_matching.flow_inference_pipeline.FlowInferencePipeline method) setup_optimizer() (in module bridge.training.optim) SetupOutput (class in bridge.training.setup) sft_example_metadata() (in module bridge.data.sft_processing) sft_tokenizer_prompt_format (bridge.training.tokenizers.config.TokenizerConfig property) SFTPreprocessingConfig (in module bridge.data.sft_processing) sharded_state_dict() (bridge.diffusion.models.flux.flux_model.Flux method) (bridge.diffusion.models.wan.wan_model.WanModel method) (bridge.models.gemma.modeling_gemma4.Gemma4DenseSelfAttention method) (bridge.models.gemma.modeling_gemma4.Gemma4SelfAttention method) (bridge.models.gpt_full_te_layer_autocast_spec.TETransformerLayerAutocast method) (bridge.models.kimi.kimi_k3_layers.KimiK3Attention method) (bridge.models.kimi.kimi_k3_layers.KimiK3ShortConvolution method) (bridge.models.minimax_m2.minimax_m2_provider._FullDimRMSNorm method) (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_block.Qwen3VLVisionTransformerBlock method) (bridge.peft.adapter_wrapper.AdapterWrapper method) (bridge.peft.canonical_lora.ModuleDict method) (bridge.peft.dora_layers.ParallelLinearDoRAAdapter method) (bridge.peft.multi_lora_layers.MultiLoRALinear method) (bridge.peft.utils.GroupedExpertLinearAdapter method) (bridge.peft.utils.PackedPerExpertLinear method) (bridge.peft.utils.ParallelLinearAdapter method) (bridge.peft.utils.SharedOuterGroupedExpertAdapter method) share_embeddings_and_output_weights (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) (bridge.diffusion.models.llada15.llada15_provider.LLaDA15ModelProvider attribute) (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) (bridge.models.exaone.exaone45.modelling_exaone45.transformer_config.Exaone45TransformerConfig attribute) (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.gemma.gemma2_provider.Gemma2ModelProvider attribute) (bridge.models.gemma.gemma3_provider.Gemma3ModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.gemma.gemma_provider.GemmaModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) (bridge.models.llama_nemotron.llama_nemotron_provider.LlamaNemotronHeterogeneousProvider attribute) (bridge.models.mimo_v2_flash.mimo_v2_flash_provider.MiMoV2FlashModelProvider attribute) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider attribute) (bridge.models.mistral.mistral_provider.MistralModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.qwen3_asr.modeling_qwen3_asr.transformer_config.Qwen3ASRTransformerConfig attribute) (bridge.models.qwen_omni.modeling_qwen25_omni.transformer_config.Qwen25OmniTransformerConfig attribute) (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_config.Qwen3VLTransformerConfig attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35TokenClassificationModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) (bridge.models.t5_provider.T5ModelProvider attribute) share_expert_adapters (bridge.peft.canonical_lora.CanonicalLoRA attribute) (bridge.peft.lora.LoRA attribute) (bridge.peft.multi_lora.MultiLoRA attribute) shared_chat_template_kwargs_from_examples() (in module bridge.data.conversation_processing) shared_embedding_or_output_weight() (bridge.models.exaone.exaone45.modelling_exaone45.model.Exaone45Model method) (bridge.models.nemotron_omni.modeling_nemotron_omni.NemotronOmniModel method) (bridge.models.qwen3_asr.modeling_qwen3_asr.model.Qwen3ASRModel method) (bridge.models.qwen3_asr.modeling_qwen3_asr.thinker_model.Qwen3ASRThinkerModel method) (bridge.models.qwen_omni.modeling_qwen25_omni.model.Qwen25OmniModel method) (bridge.models.qwen_omni.modeling_qwen25_omni.thinker_model.Qwen25OmniThinkerModel method) (bridge.models.qwen_omni.modeling_qwen3_omni.model.Qwen3OmniModel method) (bridge.models.qwen_omni.modeling_qwen3_omni.thinker_model.Qwen3OmniThinkerModel method) (bridge.models.qwen_vl.modelling_qwen3_vl.model.Qwen3VLModel method) (bridge.models.stepfun.modelling_step37.model.Step37Model method) shared_experts (bridge.models.ernie_vl.modeling_ernie45_vl.ernie_moe_layer.MultiTypeMoeSubmodules attribute) SharedOuterGroupedExpertAdapter (class in bridge.peft.utils) should_disable_forward_pre_hook() (in module bridge.training.train) should_fire() (in module bridge.training.callbacks) should_pad_vocab (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_config.Qwen3VLTransformerConfig attribute) (bridge.models.t5_provider.T5ModelProvider attribute) should_profile_rank() (in module bridge.training.profiling) shuffle_buffer_size (bridge.data.builders.energon.EnergonDatasetConfig attribute) shutdown() (bridge.training.nvrx_straggler.NVRxStragglerDetectionManager method) (in module bridge.training.fault_tolerance) sigma (bridge.diffusion.common.flow_matching.adapters.base.FlowMatchingContext attribute) signal_handler (bridge.training.state.GlobalState property) signals_received() (bridge.training.utils.sig_utils.DistributedSignalHandler method) SimpleAdapter (class in bridge.diffusion.common.flow_matching.adapters.simple) simulate_fault (bridge.training.config.FaultToleranceConfig attribute) simulated_fault_base_delay (bridge.training.config.FaultToleranceConfig attribute) simulated_fault_rank (bridge.training.config.FaultToleranceConfig attribute) simulated_fault_type (bridge.training.config.FaultToleranceConfig attribute) sinusoidal_embedding_1d() (in module bridge.diffusion.models.wan.wan_model) SinusoidsPositionEmbedding (class in bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr) situ_and_mul() (in module bridge.models.kimi.kimi_k3_ops) SiTUAndMul (class in bridge.models.kimi.kimi_k3_ops) SIZE_CONFIGS (in module bridge.diffusion.models.wan.inference) skip_getting_attention_mask_from_dataset (bridge.data.builders.direct_hf_sft.DirectHFSFTDatasetConfig attribute) (bridge.data.builders.mock_vlm_sft.MockVLMSFTDatasetConfig attribute) (bridge.models.stepfun.data.flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) (bridge.recipes.qwen_vl.qwen25_vl_dataset.MockQwen25VLDatasetProvider attribute) skip_load_to_model_and_opt (bridge.training.checkpointing.CheckpointLoadContext attribute) skip_special_tokens (bridge.models.hf_pretrained.causal_lm.DecodeKwargs attribute) skip_sync_grad_norm_across_mp (bridge.training.config.TrainingConfig attribute) skip_train (bridge.training.config.TrainingConfig attribute) skip_train_metrics_log (bridge.training.config.LoggerConfig attribute) skipped_iter (bridge.training.callbacks.CallbackContext attribute) skipped_train_samples (bridge.training.state.TrainState attribute) slice_batch_for_context_parallel() (in module bridge.utils.common_utils) slice_batch_for_megatron_mimo() (in module bridge.data.megatron_mimo.dp_utils) sliding_attention_setting (bridge.models.stepfun.step35_provider.Step35ModelProvider attribute) sliding_window_rope_base (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) sliding_windows (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) slot_token_counts (bridge.peft.multi_lora_layers.ExpertSlotRouting attribute) soft_timeout (bridge.training.config.InProcessRestartConfig attribute) softmax_scale (bridge.models.gemma.gemma3_provider.Gemma3ModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) sort_idx (bridge.peft.multi_lora_layers.ExpertSlotRouting attribute) sound_clips (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskBatch attribute) sound_config (bridge.models.nemotron_omni.nemotron_omni_provider._NemotronOmniModelProviderBase attribute) sound_context_token_id (bridge.models.nemotron_omni.nemotron_omni_provider._NemotronOmniModelProviderBase attribute) sound_hidden_size (bridge.models.nemotron_omni.nemotron_omni_provider._NemotronOmniModelProviderBase attribute) sound_length (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskBatch attribute) sound_model_type (bridge.models.nemotron_omni.nemotron_omni_provider._NemotronOmniModelProviderBase attribute) sound_projection_hidden_size (bridge.models.nemotron_omni.nemotron_omni_provider._NemotronOmniModelProviderBase attribute) source (bridge.data.builders.direct_hf_sft.DirectHFSFTDatasetConfig attribute) (bridge.models.hf_pretrained.state.StateDict attribute) SOURCE_NAME (bridge.models.conversion.model_bridge.MegatronModelBridge attribute) source_prefix (bridge.models.megatron_mimo.conversion.orchestrator.MIMOComponent attribute) source_weights (bridge.data.builders.direct_hf_sft.DirectHFSFTDatasetConfig attribute) sp_tokenizer_kwargs (bridge.training.tokenizers.config.TokenizerConfig attribute) spatial_merge_size (bridge.data.builders.energon.QwenVLEnergonTaskEncoderConfig attribute) (bridge.models.ernie_vl.modeling_ernie45_vl.vision_transformer_config.ErnieVisionTransformerConfig attribute) (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider attribute) (bridge.models.exaone.exaone45.modelling_exaone45.transformer_config.Exaone45TransformerConfig attribute) (bridge.models.minimax_m3.minimax_m3_bridge.MiniMaxM3VLModelProvider attribute) (bridge.models.qwen_omni.modeling_qwen25_omni.transformer_config.Qwen25OmniTransformerConfig attribute) (bridge.models.qwen_omni.modeling_qwen3_omni.transformer_config.Qwen3OmniTransformerConfig attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_config.Qwen3VLTransformerConfig attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) special_token_ids (bridge.data.megatron_mimo.hf_provider.HFMegatronMIMODatasetProvider attribute) (bridge.data.megatron_mimo.mock_provider.MockMegatronMIMOProvider attribute) (bridge.models.megatron_mimo.megatron_mimo_config.MegatronMIMOParallelismConfig attribute) (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider attribute) (bridge.models.minimax_m3.minimax_m3_bridge.MiniMaxM3VLModelProvider property) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider property) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider property) spiky_loss_factor (bridge.training.config.RerunStateMachineConfig attribute) split (bridge.data.sources.hf._HFDatasetPreset attribute) (bridge.data.sources.hf.HFDatasetSourceConfig attribute) (bridge.models.stepfun.data.flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) split_aliases (bridge.data.sources.hf._HFDatasetPreset attribute) split_batch_into_microbatches() (in module bridge.data.batch_utils) split_count (bridge.models.conversion.param_mapping.LocalHFParamSpec attribute) split_data_cp_rank() (in module bridge.models.exaone.exaone45.modelling_exaone45.utils) (in module bridge.models.qwen_vl.modelling_qwen3_vl.utils) split_deepstack_embs() (in module bridge.models.qwen_vl.modelling_qwen3_vl.utils) split_dim (bridge.models.conversion.param_mapping.LocalHFParamSpec attribute) split_gdn_linear_weights() (in module bridge.models.conversion.param_mapping) split_index (bridge.models.conversion.param_mapping.LocalHFParamSpec attribute) split_kv_biases() (in module bridge.models.conversion.param_mapping) split_kv_weights() (in module bridge.models.conversion.param_mapping) split_part_by_cp_tp() (in module bridge.models.qwen_vl.modelling_qwen3_vl.utils) split_qkv_biases() (in module bridge.models.conversion.param_mapping) split_qkv_weights() (in module bridge.models.conversion.param_mapping) split_qkv_weights_scale() (in module bridge.models.conversion.param_mapping) split_qkvg_weights() (in module bridge.models.conversion.param_mapping) split_source (bridge.data.builders.direct_hf_sft.DirectHFSFTDatasetConfig property) SplitRowParallelMapping (class in bridge.diffusion.conversion.flux.flux_bridge) squared_relu() (in module bridge.training.mlm_compat.activations) ssm_in_multiplier (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) ssm_multipliers (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) ssm_out_multiplier (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) StackedExpertAutoMapping (class in bridge.models.stepfun.step35_bridge) StackedExpertGatedMLPMapping (class in bridge.models.stepfun.step35_bridge) stage_precision_aware_optimizer_state_on_cpu (bridge.training.config.CheckpointConfig attribute) standard_provider (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider attribute) start_memory_history_recording() (in module bridge.training.utils.train_utils) start_nsys_profiler() (in module bridge.training.profiling) state (bridge.diffusion.conversion.flux.flux_hf_pretrained.PreTrainedFlux property) (bridge.diffusion.conversion.wan.wan_hf_pretrained.PreTrainedWAN property) (bridge.models.hf_pretrained.base.PreTrainedBase property) (bridge.models.hf_pretrained.causal_lm._ConfigOnlyPretrainedShim property) (bridge.training.callbacks.CallbackContext attribute) (bridge.training.checkpointing.CheckpointLoadContext attribute) (bridge.training.checkpointing.CheckpointSaveContext attribute) (bridge.training.setup.SetupOutput attribute) state_dict() (bridge.models.stepfun.data.flickr8k.samplers.LoopedSequentialSampler method) (bridge.models.stepfun.data.flickr8k.samplers.LoopedShuffleSampler method) (bridge.models.stepfun.data.flickr8k.samplers.WeightedRandomSampler method) (bridge.peft.adapter_wrapper.AdapterWrapper method) (bridge.peft.multi_lora_layers.MultiLoRALinear method) (bridge.training.state.TrainState method) StateDict (class in bridge.models.hf_pretrained.state) StateSource (class in bridge.models.hf_pretrained.state) step (bridge.training.state.TrainState attribute) step() (bridge.diffusion.common.flow_matching.flow_matching_pipeline.FlowMatchingPipeline method) (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.FlowMatchEulerDiscreteScheduler method) step35_196b_a11b_pretrain_512gpu_h100_bf16_config() (in module bridge.recipes.stepfun.h100.step35) Step35Bridge (class in bridge.models.stepfun.step35_bridge) Step35Config (class in bridge.models.stepfun.configuration_step35) Step35DecoderLayer (class in bridge.models.stepfun.step35_provider) Step35ModelProvider (class in bridge.models.stepfun.step35_provider) Step35SharedExpertMLP (class in bridge.models.stepfun.step35_provider) step37_sft_4gpu_h100_bf16_flickr8k_smoke_config() (in module bridge.recipes.stepfun.h100.step37) step37_sft_64gpu_h100_bf16_flickr8k_config() (in module bridge.recipes.stepfun.h100.step37) Step37Bridge (class in bridge.models.stepfun.step37_bridge) Step37Config (class in bridge.models.stepfun.configuration_step37) Step37Flickr8kDataset (class in bridge.models.stepfun.data.flickr8k.flickr8k_loader) Step37Flickr8kSFTDataProvider (class in bridge.models.stepfun.data.flickr8k.provider) Step37GPTModel (class in bridge.models.stepfun.modelling_step37.text_model) Step37Model (class in bridge.models.stepfun.modelling_step37.model) Step37ModelProvider (class in bridge.models.stepfun.step37_provider) Step37MultimodalTemplate (class in bridge.models.stepfun.data.flickr8k.template) Step37TextConfig (class in bridge.models.stepfun.configuration_step37) Step37TransformerConfig (class in bridge.models.stepfun.modelling_step37.transformer_config) Step37VisionConfig (class in bridge.models.stepfun.configuration_step37) Step37VisionModel (class in bridge.models.stepfun.modelling_step37.vision_model) step_index (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.FlowMatchEulerDiscreteScheduler property) stop_if_detected (bridge.training.config.NVRxStragglerDetectionConfig attribute) stop_nsys_profiler() (in module bridge.training.profiling) storage_writers_per_rank (bridge.training.config.CheckpointConfig attribute) str2bool() (in module bridge.diffusion.models.wan.inference.utils) str_to_callable() (in module bridge.utils.activation_map) str_to_dtype() (in module bridge.utils.activation_map) straggler (bridge.training.config.ConfigContainer attribute) (in module bridge.training.nvrx_straggler) straggler_timer (bridge.training.state.GlobalState property) StragglerDetectionConfig (class in bridge.training.config) stream_adapter_weights_megatron_to_hf() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) (in module bridge.models.conversion.model_bridge) stream_weights_hf_to_megatron() (bridge.models.conversion.auto_bridge.AutoBridge method) (bridge.models.conversion.model_bridge.MegatronModelBridge method) stream_weights_megatron_to_hf() (bridge.models.conversion.model_bridge.MegatronModelBridge method) (bridge.models.ernie_vl.ernie45_vl_bridge.Ernie45VLBridge method) (bridge.models.kimi.kimi_k3_bridge.KimiK3Bridge method) (bridge.models.nemotron_omni.nemotron_omni_bridge.NemotronOmniBridge method) (in module bridge.models.conversion.model_bridge) stream_weights_megatron_to_hf_quant() (bridge.models.conversion.quant_bridge.MegatronQuantizationBridge method) (in module bridge.models.conversion.model_bridge) strict (bridge.training.checkpointing.CheckpointLoadContext attribute) strict_fsdp_dtensor_load (bridge.training.config.CheckpointConfig attribute) strip_whitespace (bridge.data.sft_processing.PromptCompletionSFTPreprocessingConfig attribute) sub_configs (bridge.models.qwen3_asr.hf_qwen3_asr.configuration_qwen3_asr.Qwen3ASRConfig attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.configuration_qwen3_asr.Qwen3ASRThinkerConfig attribute) subset (bridge.data.sources.hf._HFDatasetPreset attribute) (bridge.data.sources.hf.HFDatasetSourceConfig attribute) SUPPORTED_HF_ARCHITECTURES (in module bridge.models.conversion.auto_bridge) SUPPORTED_HF_ARCHITECTURES_DISPLAY (in module bridge.models.conversion.auto_bridge) SUPPORTED_SIZES (in module bridge.diffusion.models.wan.inference) supported_splits (bridge.data.sources.hf._HFDatasetPreset attribute) supports() (bridge.models.conversion.auto_bridge.AutoBridge class method) supports_gradient_checkpointing (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2PreTrainedModel attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRPreTrainedModel attribute) (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRThinkerTextPreTrainedModel attribute) SUPPORTS_HF_PRETRAINED_EXPORT (bridge.models.conversion.model_bridge.MegatronModelBridge attribute) supports_mimo_conversion() (in module bridge.models.megatron_mimo.conversion.orchestrator) swa_num_query_groups (bridge.models.mimo_v2_flash.mimo_v2_flash_provider.MiMoV2FlashModelProvider attribute) swiglu_limits (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) symbol_name (bridge.data.collators.registry._ModelCollateSpec attribute) sync_hybrid_device_optimizer_fp32_master_copies() (in module bridge.training.optim) sync_modelopt_quant_metadata() (in module bridge.models.conversion.modelopt_utils) SYSTEM_TOKEN (in module bridge.data.datasets.utils) T T (in module bridge.models.config) T5Config (class in bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline) T5ModelProvider (class in bridge.models.t5_provider) talker_config (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) target_ids (bridge.training.post_training.dspark.loss.DSparkForwardOutput attribute) target_module_path (bridge.models.megatron_mimo.conversion.orchestrator.MIMOComponent attribute) target_modules (bridge.peft.canonical_lora.CanonicalLoRA attribute) (bridge.peft.dora.DoRA attribute) (bridge.peft.lora.LoRA attribute) (bridge.peft.module_matcher.ModuleMatcher attribute) (bridge.peft.multi_lora.MultiLoRA attribute) task (bridge.models.megatron_mimo.conversion.orchestrator.MIMOConversionTask attribute) task_encoder (bridge.data.builders.energon.EnergonDatasetConfig attribute) task_encoder_seq_length (bridge.diffusion.data.common.diffusion_energon_datamodule.DiffusionDataModuleConfig attribute) task_type (bridge.diffusion.common.flow_matching.adapters.base.FlowMatchingContext attribute) te_checkpoint (in module bridge.models.exaone.exaone45.modelling_exaone45.transformer_block) (in module bridge.models.qwen_vl.modelling_qwen3_vl.transformer_block) teacher (bridge.models.distillation_provider.DistillationProvider attribute) TECL (in module bridge.peft.utils) TEFusedLoRALinear (class in bridge.peft.lora_layers) temperature (bridge.models.hf_pretrained.causal_lm.GenerateKwargs attribute) temporal_ckpt_compat (bridge.models.nemotron_omni.nemotron_omni_provider._NemotronOmniModelProviderBase attribute) temporal_model_frames() (in module bridge.models.nemotron_omni.nemotron_omni_utils) temporal_patch_dim (bridge.models.nemotron_omni.nemotron_omni_provider._NemotronOmniModelProviderBase attribute) temporal_patch_size (bridge.data.builders.energon.NemotronOmniEnergonTaskEncoderConfig attribute) (bridge.data.builders.energon.QwenVLEnergonTaskEncoderConfig attribute) (bridge.models.exaone.exaone45.modelling_exaone45.transformer_config.Exaone45TransformerConfig attribute) (bridge.models.minimax_m3.minimax_m3_bridge.MiniMaxM3VLModelProvider attribute) (bridge.models.qwen_omni.modeling_qwen25_omni.transformer_config.Qwen25OmniTransformerConfig attribute) (bridge.models.qwen_omni.modeling_qwen3_omni.transformer_config.Qwen3OmniTransformerConfig attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_config.Qwen3VLTransformerConfig attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) temporal_self_attention (bridge.diffusion.models.wan.wan_layer_spec.WanWithAdaLNSubmodules attribute) temporary_distributed_context() (in module bridge.training.model_load_save) tensor_inspect (bridge.training.config.ConfigContainer attribute) tensor_inspect_end_if_enabled() (in module bridge.training.tensor_inspect) tensor_inspect_step_if_enabled() (in module bridge.training.tensor_inspect) tensor_model_parallel_size (bridge.models.megatron_mimo.megatron_mimo_config.ModuleParallelismConfig attribute) (bridge.models.model_provider.ModelParallelKwargs attribute) (bridge.training.tokenizers.config.TokenizerConfig attribute) tensorboard_logger (bridge.training.state.GlobalState property) TensorInspectConfig (class in bridge.training.config) TERL (in module bridge.peft.utils) termination_grace_time (bridge.training.config.InProcessRestartConfig attribute) TERowParallelLinearLayerNorm (class in bridge.models.common.te_layers) test_data_iterator (bridge.training.setup.SetupOutput attribute) test_dataloader() (bridge.data.energon.base_energon_datamodule.EnergonMultiModalDataModule method) test_path (bridge.data.builders.gpt_sft.GPTSFTDatasetBuilder property) test_samples (bridge.data.base.DatasetBuildContext attribute) test_source (bridge.data.builders.direct_hf_sft.DirectHFSFTDatasetConfig attribute) test_split (bridge.data.megatron_mimo.hf_provider.HFMegatronMIMODatasetProvider attribute) TETransformerLayerAutocast (class in bridge.models.gpt_full_te_layer_autocast_spec) text_chat_collate_fn() (in module bridge.data.collators.sft) text_column (bridge.data.megatron_mimo.hf_provider.HFMegatronMIMODatasetProvider attribute) text_config (bridge.models.gemma_vl.gemma4_vl_provider.Gemma4DenseVLProvider attribute) (bridge.models.gemma_vl.gemma4_vl_provider.Gemma4VLModelProvider attribute) text_dim (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) text_len (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) text_moe_layer (bridge.models.ernie_vl.modeling_ernie45_vl.ernie_moe_layer.MultiTypeMoeSubmodules attribute) text_precached (bridge.diffusion.data.flux.flux_mock_datamodule.FluxMockDataModuleConfig attribute) text_prompt (bridge.data.megatron_mimo.mock_provider.MockMegatronMIMOProvider attribute) text_prompt_completion_collate_fn() (in module bridge.data.collators.sft) thd_split_inputs_cp() (in module bridge.diffusion.models.wan.utils) thinker_config (bridge.models.qwen3_asr.qwen3_asr_provider.Qwen3ASRModelProvider attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) THINKING_END_TOKEN (in module bridge.models.deepseek.data.encoding_v4) THINKING_START_TOKEN (in module bridge.models.deepseek.data.encoding_v4) ThreeArgForwardStep (class in bridge.training.forward_step_func_types) ThreeArgStateForwardStep (class in bridge.training.forward_step_func_types) ThreeTupleLossReturn (in module bridge.training.forward_step_func_types) THW_GRID_VISUAL_KEYS (in module bridge.data.collators.visual) tie_embeddings_and_output_weights_state_dict() (bridge.models.qwen_vl.modelling_qwen3_vl.text_model.Qwen3VLGPTModel method) time_shift() (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.FlowMatchEulerDiscreteScheduler method) timers (bridge.training.state.GlobalState property) TimeStepEmbedder (class in bridge.diffusion.models.flux.layers) timesteps (bridge.diffusion.common.flow_matching.adapters.base.FlowMatchingContext attribute) timing_log_level (bridge.training.config.LoggerConfig attribute) TNvtxContext (in module bridge.training.profiling) to() (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM method) (bridge.models.hf_pretrained.masked_lm.PreTrainedMaskedLM method) to_cfg_dict() (bridge.models.distillation_provider.DistillationProvider method) (bridge.models.mamba.mamba_provider.MambaModelProvider method) (bridge.models.qwen3_asr.hf_qwen3_asr.configuration_qwen3_asr.Qwen3ASRThinkerConfig method) (bridge.training.config.GPTDatasetConfig method) to_dict() (bridge.diffusion.data.common.diffusion_sample.DiffusionSample method) to_megatron_mimo_provider() (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge method) to_megatron_model() (bridge.models.conversion.auto_bridge.AutoBridge method) (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge method) to_megatron_provider() (bridge.models.conversion.auto_bridge.AutoBridge method) (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge method) to_text_provider() (bridge.models.minimax_m3.minimax_m3_bridge.MiniMaxM3VLModelProvider method) token2wav_config (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) TokenClassificationOutput (in module bridge.models.qwen_vl.modelling_qwen3_vl.token_classification) TokenClassificationType (in module bridge.models.hf_pretrained.token_classification) tokenize_chat_example() (in module bridge.data.conversation_processing) tokenize_dataset() (in module bridge.data.packing.offline) tokenize_deepseek_v4_example() (in module bridge.models.deepseek.data.collate_fn) tokenize_prompt_completion_example() (in module bridge.data.sft_processing) tokenize_text_without_special_tokens() (in module bridge.data.conversation_processing) TokenizedConversation (class in bridge.data.conversation_processing) TokenizedPromptCompletion (class in bridge.data.sft_processing) tokenizer (bridge.data.base.DatasetBuildContext attribute) (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM property) (bridge.models.hf_pretrained.masked_lm.PreTrainedMaskedLM property) (bridge.training.config.ConfigContainer attribute) (bridge.training.state.GlobalState property) tokenizer_class (bridge.models.qwen3_asr.hf_qwen3_asr.processing_qwen3_asr.Qwen3ASRProcessor attribute) tokenizer_model_name (bridge.data.packing.config.PackedSequenceSpecs attribute) tokenizer_path (bridge.data.megatron_mimo.mock_provider.MockMegatronMIMOProvider attribute) (bridge.models.stepfun.data.flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) tokenizer_prompt_format (bridge.training.tokenizers.config.TokenizerConfig attribute) tokenizer_type (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) TokenizerConfig (class in bridge.training.tokenizers.config) tokens_per_image (bridge.models.gemma_vl.modeling_gemma3_vl.Gemma3VLMultimodalProjectorConfig attribute) tools (bridge.data.conversation_processing.NormalizedVLMSample attribute) (bridge.data.energon.task_encoder_utils.ChatMLSample attribute) top_k (bridge.models.hf_pretrained.causal_lm.GenerateKwargs attribute) top_p (bridge.models.hf_pretrained.causal_lm.GenerateKwargs attribute) topology (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOInfra attribute) (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider attribute) torch_dist_init() (in module bridge.training.initialize) torch_dtype_from_mcore_config() (in module bridge.training.model_load_save) torch_dtype_from_precision() (in module bridge.models.gpt_full_te_layer_autocast_spec) torch_to_numpy() (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.FluxInferencePipeline static method) torchrun_main() (in module bridge.models.decorators.torchrun) total (bridge.training.utils.theoretical_memory_utils._LayerCounts attribute) (bridge.training.utils.theoretical_memory_utils._ParameterCounts property) total_loss_dict (bridge.training.callbacks.CallbackContext attribute) total_memory_bytes (bridge.training.utils.theoretical_memory_utils.TrainingMemoryEstimate property) total_memory_gb (bridge.training.utils.theoretical_memory_utils.TrainingMemoryEstimate property) total_memory_mb (bridge.training.utils.theoretical_memory_utils.TrainingMemoryEstimate property) total_model_parallel_size (bridge.models.megatron_mimo.megatron_mimo_config.ModuleParallelismConfig property) total_parameters (bridge.training.utils.theoretical_memory_utils.TrainingMemoryEstimate attribute) total_ranks (bridge.models.megatron_mimo.megatron_mimo_config.ModuleParallelismConfig property) total_tokens (bridge.data.energon.hf_task_encoder.HFEnergonBatch attribute) (bridge.models.qwen_vl.data.energon.QwenVLTaskBatch attribute) total_world_size (bridge.models.megatron_mimo.megatron_mimo_config.MegatronMIMOParallelismConfig property) tp_comm_bootstrap_backend (bridge.training.comm_overlap._CommOverlapConfig attribute) (bridge.training.comm_overlap.CommOverlapConfig attribute) tp_comm_overlap (bridge.training.comm_overlap._CommOverlapConfig attribute) (bridge.training.comm_overlap.CommOverlapConfig attribute) tp_comm_overlap_cfg (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.t5_provider.T5ModelProvider attribute) (bridge.training.comm_overlap._CommOverlapConfig attribute) (bridge.training.comm_overlap.CommOverlapConfig attribute) tp_follower_loop() (in module bridge.diffusion.models.nemotron_labs_diffusion.inference_nemotron_labs_diffusion) tp_group (bridge.models.conversion.modelopt_utils._LocalExpertMappingMixin property) (bridge.models.conversion.param_mapping.MegatronParamMapping property) tp_only_amax_red (bridge.models.gpt_provider.GPTModelProvider attribute) tp_rank (bridge.models.conversion.param_mapping.MegatronParamMapping property) tp_send_stop() (in module bridge.diffusion.models.nemotron_labs_diffusion.inference_nemotron_labs_diffusion) tp_size (bridge.models.conversion.param_mapping.MegatronParamMapping property) TPOverlapCfg (class in bridge.training.comm_overlap) TRACKER_PREFIX (in module bridge.training.checkpointing) (in module bridge.training.utils.checkpoint_utils) train (bridge.training.config.ConfigContainer attribute) train() (in module bridge.training.train) train_data_iterator (bridge.training.checkpointing.CheckpointSaveContext attribute) (bridge.training.setup.SetupOutput attribute) (bridge.training.setup_megatron_mimo.MegatronMIMOSetupOutput attribute) train_dataloader() (bridge.data.energon.base_energon_datamodule.EnergonMultiModalDataModule method) train_megatron_mimo() (in module bridge.training.train_megatron_mimo) train_path (bridge.data.builders.gpt_sft.GPTSFTDatasetBuilder property) train_path_packed (bridge.data.builders.gpt_sft.GPTSFTDatasetBuilder property) train_samples (bridge.data.base.DatasetBuildContext attribute) train_split (bridge.data.megatron_mimo.hf_provider.HFMegatronMIMODatasetProvider attribute) train_state (bridge.training.state.GlobalState property) TRAIN_STATE_FILE (in module bridge.training.utils.checkpoint_utils) train_step() (in module bridge.training.train) train_step_megatron_mimo() (in module bridge.training.train_megatron_mimo) training_log() (in module bridge.training.utils.train_utils) training_sources (bridge.data.builders.direct_hf_sft.DirectHFSFTDatasetConfig property) TrainingConfig (class in bridge.training.config) TrainingMemoryEstimate (class in bridge.training.utils.theoretical_memory_utils) TrainState (class in bridge.training.state) transform() (bridge.peft.base.PEFT method) (bridge.peft.canonical_lora.CanonicalLoRA method) (bridge.peft.dora.DoRA method) (bridge.peft.lora.LoRA method) (bridge.peft.multi_lora.MultiLoRA method) transformer_config (bridge.models.conversion.auto_bridge.AutoBridge property) TRANSFORMER_CONFIG_CLASS (bridge.models.conversion.model_bridge.MegatronModelBridge attribute) transformer_engine_full_layer_spec() (in module bridge.models.gpt.gpt_builder) (in module bridge.models.gpt_provider) transformer_engine_hybrid_stack_spec() (in module bridge.models.hybrid.hybrid_builder) (in module bridge.models.hybrid.hybrid_provider) transformer_engine_layer_spec() (in module bridge.models.gpt.gpt_builder) (in module bridge.models.gpt_provider) (in module bridge.models.t5_provider) transformer_engine_mamba_stack_spec() (in module bridge.models.mamba.mamba_builder) (in module bridge.models.mamba.mamba_provider) transformer_impl (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) transformer_layer_spec (bridge.diffusion.models.llada15.llada15_provider.LLaDA15ModelProvider attribute) (bridge.models.ernie_vl.ernie45_vl_provider.Ernie45VLModelProvider attribute) (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider attribute) (bridge.models.exaone.exaone_moe.exaone_moe_provider.ExaoneMoeModelProvider attribute) (bridge.models.gemma.gemma2_provider.Gemma2ModelProvider attribute) (bridge.models.gemma.gemma3_provider.Gemma3ModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.llama_nemotron.llama_nemotron_provider.LlamaNemotronHeterogeneousProvider attribute) (bridge.models.mimo_v2_flash.mimo_v2_flash_provider.MiMoV2FlashModelProvider attribute) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) (bridge.models.t5_provider.T5ModelProvider attribute) TransformerConfig (class in bridge.models.transformer_config) TransformerLayerTPOverlapCfg (class in bridge.training.comm_overlap) trim_leading_token_ids (bridge.data.conversation_processing.AssistantMaskBoundaryConfig attribute) trim_leading_token_sequences (bridge.data.conversation_processing.AssistantMaskBoundaryConfig attribute) truncation (bridge.models.hf_pretrained.causal_lm.EncodeKwargs attribute) truncation_method (bridge.data.sft_processing.PromptCompletionSFTPreprocessingConfig attribute) trust_remote_code (bridge.data.base.DataloaderConfig attribute) (bridge.data.builders.energon.HFEnergonTaskEncoderConfig attribute) (bridge.data.builders.energon.NemotronOmniEnergonTaskEncoderConfig attribute) (bridge.data.builders.energon.QwenVLEnergonTaskEncoderConfig attribute) (bridge.data.megatron_mimo.hf_provider.HFMegatronMIMODatasetProvider attribute) (bridge.data.megatron_mimo.mock_provider.MockMegatronMIMOProvider attribute) (bridge.models.kimi_vl.kimi_k25_vl_provider.KimiK25VLModelProvider attribute) (bridge.recipes.qwen_vl.qwen25_vl_dataset.MockQwen25VLDatasetProvider attribute) TwoArgForwardStep (class in bridge.training.forward_step_func_types) TwoTupleLossReturn (in module bridge.training.forward_step_func_types) TYPE_INSTRUCTION (in module bridge.data.datasets.utils) U UnavailableError UnavailableMeta (class in bridge.utils.import_utils) UnavailableNullContext (class in bridge.utils.import_utils) understand_projector_stride (bridge.models.stepfun.modelling_step37.transformer_config.Step37TransformerConfig attribute) (bridge.models.stepfun.step37_provider.Step37ModelProvider attribute) unpack_mcore_thd_tensor_for_position_ids() (in module bridge.training.utils.packed_seq_utils) unpack_stage_boundary() (in module bridge.models.kimi.kimi_k3_pipeline) unpad_seq_to_mult() (in module bridge.peft.utils) unpatchify() (in module bridge.diffusion.models.wan.utils) unwrap_megatron_mimo_model() (in module bridge.training.megatron_mimo_parallel_utils) unwrap_model() (in module bridge.models.conversion.utils) update() (bridge.data.packing.algorithms._SegmentTree method) (bridge.models.stepfun.data.flickr8k.samplers.LoopedSequentialSampler method) (bridge.models.stepfun.data.flickr8k.samplers.LoopedShuffleSampler method) (bridge.models.stepfun.data.flickr8k.samplers.WeightedRandomSampler method) update_config_with_precision_overrides() (in module bridge.training.mixed_precision) use_arbitrary_attention_mask (bridge.models.gpt_provider.GPTModelProvider attribute) use_cache (bridge.models.hf_pretrained.causal_lm.GenerateKwargs attribute) use_cpu_initialization (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider attribute) (bridge.models.model_provider.GetModelKwargs attribute) use_decentralized_pg (bridge.training.config.DistributedInitConfig attribute) use_dist_train (bridge.models.qwen_vl.qwen3_vl_provider.DistTrainConfig attribute) use_double_wide_mlp (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) use_hf_vision_model (bridge.models.exaone.exaone45.modelling_exaone45.transformer_config.Exaone45TransformerConfig attribute) (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_config.Qwen3VLTransformerConfig attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) use_megatron_fsdp (bridge.models.model_provider.GetModelKwargs attribute) use_mg_vit (bridge.models.ernie_vl.ernie45_vl_provider.Ernie45VLModelProvider attribute) use_persistent_ckpt_worker (bridge.training.config.CheckpointConfig attribute) use_processor_right_padding() (in module bridge.data.collators.sequence_padding) use_te_rng_tracker (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) use_temporal_video_embedder (bridge.data.builders.energon.NemotronOmniEnergonTaskEncoderConfig attribute) use_tokenizer_vocab_size (bridge.training.tokenizers.config.TokenizerConfig attribute) use_torch_fsdp2 (bridge.models.model_provider.GetModelKwargs attribute) use_train_split_for_val (bridge.diffusion.data.common.diffusion_energon_datamodule.DiffusionDataModuleConfig attribute) use_transformer_engine_full_layer_spec (bridge.models.gpt_provider.GPTModelProvider attribute) use_transformer_engine_op_fuser (bridge.models.gpt_provider.GPTModelProvider attribute) use_vision_backbone_fp8_arch (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) user_state (bridge.training.callbacks.CallbackContext attribute) (bridge.training.callbacks.CallbackManager property) USER_TOKEN (in module bridge.models.deepseek.data.encoding_v4) userbuffers_bf16_b200_h12288_tp4_mbs1_seqlen2048 (in module bridge.training.comm_overlap) userbuffers_bf16_b200_h16384_tp4_cp2_mbs1_seqlen8192 (in module bridge.training.comm_overlap) userbuffers_bf16_b200_h18432_tp8_mbs1_seqlen4096 (in module bridge.training.comm_overlap) userbuffers_bf16_b200_h6144_tp2_mbs1_seqlen4096 (in module bridge.training.comm_overlap) userbuffers_bf16_b200_h8192_tp2_mbs1_seqlen8192 (in module bridge.training.comm_overlap) userbuffers_bf16_h100_h12288_tp4_mbs1_seqlen2048 (in module bridge.training.comm_overlap) userbuffers_bf16_h100_h16384_tp8_cp2_mbs1_seqlen8192 (in module bridge.training.comm_overlap) userbuffers_bf16_h100_h6144_tp2_mbs2_seqlen2048 (in module bridge.training.comm_overlap) userbuffers_bf16_h100_h8192_tp4_mbs1_seqlen8192 (in module bridge.training.comm_overlap) userbuffers_fp8_b200_h12288_tp4_mbs1_seqlen2048 (in module bridge.training.comm_overlap) userbuffers_fp8_b200_h16384_tp4_cp2_mbs1_seqlen8192 (in module bridge.training.comm_overlap) userbuffers_fp8_b200_h18432_tp8_mbs1_seqlen4096 (in module bridge.training.comm_overlap) userbuffers_fp8_b200_h8192_tp2_mbs1_seqlen8192 (in module bridge.training.comm_overlap) userbuffers_fp8_h100_h12288_tp4_mbs1_seqlen2048 (in module bridge.training.comm_overlap) userbuffers_fp8_h100_h16384_tp4_mbs1_seqlen2048_lora (in module bridge.training.comm_overlap) userbuffers_fp8_h100_h16384_tp8_cp2_mbs1_seqlen8192 (in module bridge.training.comm_overlap) userbuffers_fp8_h100_h6144_tp2_mbs2_seqlen2048 (in module bridge.training.comm_overlap) userbuffers_fp8_h100_h8192_tp2_mbs1_seqlen4096_lora (in module bridge.training.comm_overlap) userbuffers_fp8_h100_h8192_tp4_mbs1_seqlen8192 (in module bridge.training.comm_overlap) uses_local_cuda_graph_manager() (in module bridge.utils.cuda_graph) V v_head_dim (bridge.models.mimo_v2_flash.mimo_v2_flash_provider.MiMoV2FlashModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) vae_channels (bridge.diffusion.data.flux.flux_mock_datamodule.FluxMockDataModuleConfig attribute) vae_scale_factor (bridge.diffusion.data.flux.flux_energon_datamodule.FluxDataModuleConfig attribute) (bridge.diffusion.data.flux.flux_energon_datamodule.FluxDatasetConfig attribute) (bridge.diffusion.data.flux.flux_mock_datamodule.FluxMockDataModuleConfig attribute) val_dataloader() (bridge.data.energon.base_energon_datamodule.EnergonMultiModalDataModule method) (bridge.diffusion.data.common.diffusion_energon_datamodule.DiffusionDataModule method) valid_audio_feature_lengths() (in module bridge.models.nemotron_omni.nemotron_omni_utils) valid_data_iterator (bridge.training.setup.SetupOutput attribute) (bridge.training.setup_megatron_mimo.MegatronMIMOSetupOutput attribute) VALID_EVENTS (in module bridge.training.callbacks) valid_samples (bridge.data.base.DatasetBuildContext attribute) valid_split (bridge.data.megatron_mimo.hf_provider.HFMegatronMIMODatasetProvider attribute) validate() (bridge.data.builders.direct_hf_sft.DirectHFSFTDatasetConfig method) (bridge.data.builders.energon.EnergonDatasetConfig method) (bridge.data.builders.energon.HFEnergonTaskEncoderConfig method) (bridge.data.builders.energon.NemotronOmniEnergonTaskEncoderConfig method) (bridge.data.builders.energon.QwenVLEnergonTaskEncoderConfig method) (bridge.data.builders.gpt_sft.GPTSFTDatasetConfig method) (bridge.data.builders.mock_vlm_sft.MockVLMSFTDatasetConfig method) (bridge.data.sft_processing.ChatSFTPreprocessingConfig method) (bridge.data.sft_processing.PromptCompletionSFTPreprocessingConfig method) (bridge.data.sources.hf.HFDatasetSourceConfig method) (bridge.training.config.ConfigContainer method) validate_cuda_graph_configuration() (in module bridge.utils.cuda_graph) validate_data_loader_contract() (in module bridge.training.megatron_mimo_parallel_utils) validate_declarative_mapping() (in module bridge.data.base) validate_flex_dispatcher_backend() (in module bridge.training.flex_dispatcher_backend) validate_hf_dataset_adapter() (in module bridge.data.sources.hf_adapters) validate_mimo_conversion_support() (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge method) validate_model_contract() (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronOmniLlavaModelProvider method) (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronOmniModelProvider method) validate_no_stub_ranks() (in module bridge.training.megatron_mimo_parallel_utils) validate_rope_fusion_compatibility() (in module bridge.utils.fusions) validate_route_table() (in module bridge.models.megatron_mimo.conversion.orchestrator) validate_row() (bridge.data.packing.parquet.GPTSFTPackedParquetDataset static method) validate_sft_preprocessing_config() (in module bridge.data.sft_processing) validation (bridge.training.config.ConfigContainer attribute) validation_path (bridge.data.builders.gpt_sft.GPTSFTDatasetBuilder property) validation_path_packed (bridge.data.builders.gpt_sft.GPTSFTDatasetBuilder property) validation_source (bridge.data.builders.direct_hf_sft.DirectHFSFTDatasetConfig attribute) vanilla_gpt_pretrain_1gpu_h100_bf16_config() (in module bridge.recipes.gpt.h100.vanilla_gpt) VanillaMarkov (class in bridge.training.post_training.dspark.heads) variable_seq_lengths (bridge.models.kimi.kimi_k3_provider.KimiK3ModelProvider attribute) vec_in_dim (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) version (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.ClipConfig attribute) (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.T5Config attribute) VERSION (in module bridge.package_info) video (bridge.diffusion.data.common.diffusion_sample.DiffusionSample attribute) video_end_token_id (bridge.models.ernie_vl.ernie45_vl_provider.Ernie45VLModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) video_fps (bridge.data.builders.energon.NemotronOmniEnergonTaskEncoderConfig attribute) video_grid_thw (bridge.training.utils.visual_inputs.GenericVisualInputs attribute) video_latents (bridge.diffusion.common.flow_matching.adapters.base.FlowMatchingContext property) video_metadata (bridge.diffusion.data.common.diffusion_sample.DiffusionSample attribute) video_nframes (bridge.data.builders.energon.NemotronOmniEnergonTaskEncoderConfig attribute) video_start_token_id (bridge.models.ernie_vl.ernie45_vl_provider.Ernie45VLModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) video_token_id (bridge.models.ernie_vl.ernie45_vl_provider.Ernie45VLModelProvider attribute) (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider attribute) (bridge.models.exaone.exaone45.modelling_exaone45.transformer_config.Exaone45TransformerConfig attribute) (bridge.models.gemma_vl.gemma4_vl_provider.Gemma4DenseVLProvider attribute) (bridge.models.gemma_vl.gemma4_vl_provider.Gemma4VLModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.minimax_m3.minimax_m3_bridge.MiniMaxM3VLModelProvider attribute) (bridge.models.qwen_omni.modeling_qwen25_omni.transformer_config.Qwen25OmniTransformerConfig attribute) (bridge.models.qwen_omni.modeling_qwen3_omni.transformer_config.Qwen3OmniTransformerConfig attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_config.Qwen3VLTransformerConfig attribute) (bridge.models.qwen_vl.qwen25_vl_provider.Qwen25VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) videohandler (class in bridge.data.energon.task_encoder_utils) videos (bridge.data.conversation_processing.NormalizedVLMSample attribute) (bridge.data.energon.task_encoder_utils.ChatMLSample attribute) virtual_pipeline_model_parallel_size (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.model_provider.ModelParallelKwargs attribute) vision_class_token_len (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) vision_config (bridge.models.ernie_vl.ernie45_vl_provider.Ernie45VLModelProvider attribute) (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider attribute) (bridge.models.gemma_vl.gemma3_vl_provider.Gemma3VLModelProvider attribute) (bridge.models.gemma_vl.gemma4_vl_provider.Gemma4DenseVLProvider attribute) (bridge.models.gemma_vl.gemma4_vl_provider.Gemma4VLModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.kimi_vl.kimi_k25_vl_provider.KimiK25VLModelProvider attribute) (bridge.models.minimax_m3.minimax_m3_bridge.MiniMaxM3VLModelProvider attribute) (bridge.models.qwen_vl.qwen25_vl_provider.Qwen25VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) (bridge.models.stepfun.modelling_step37.transformer_config.Step37TransformerConfig attribute) (bridge.models.stepfun.step37_provider.Step37ModelProvider attribute) vision_context_parallel_size (bridge.models.qwen_vl.qwen3_vl_provider.DistTrainConfig attribute) vision_cuda_graph_impl (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) vision_cuda_graph_scope (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) vision_dp_over_cp (bridge.models.nemotron_omni.nemotron_omni_provider._NemotronOmniModelProviderBase attribute) vision_dp_when_cp (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_config.Qwen3VLTransformerConfig attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) vision_encoder_module (bridge.models.megatron_mimo.llava_provider.LlavaMegatronMIMOProvider attribute) vision_encoder_params (bridge.models.megatron_mimo.llava_provider.LlavaMegatronMIMOProvider attribute) vision_end_token_id (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider attribute) (bridge.models.gemma_vl.gemma3_vl_provider.Gemma3VLModelProvider attribute) (bridge.models.qwen_omni.modeling_qwen3_omni.transformer_config.Qwen3OmniTransformerConfig attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) (bridge.models.qwen_vl.qwen25_vl_provider.Qwen25VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) vision_expert_model_parallel_size (bridge.models.qwen_vl.qwen3_vl_provider.DistTrainConfig attribute) vision_expert_tensor_parallel_size (bridge.models.qwen_vl.qwen3_vl_provider.DistTrainConfig attribute) VISION_FRAME_SIZE (in module bridge.models.nemotron_omni.data.collate_fn) vision_merged_token_sum (bridge.training.utils.flop_utils.GlobalFlopsRuntimeStats attribute) vision_model_type (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) vision_moe_layer (bridge.models.ernie_vl.modeling_ernie45_vl.ernie_moe_layer.MultiTypeMoeSubmodules attribute) vision_patch_squared_sum (bridge.training.utils.flop_utils.GlobalFlopsRuntimeStats attribute) vision_patch_stats_from_grid_thw() (in module bridge.training.utils.flop_utils) vision_patch_sum (bridge.training.utils.flop_utils.GlobalFlopsRuntimeStats attribute) vision_pipeline_model_parallel_size (bridge.models.qwen_vl.qwen3_vl_provider.DistTrainConfig attribute) vision_proj_ffn_hidden_size (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) vision_projector_config (bridge.models.gemma_vl.gemma3_vl_provider.Gemma3VLModelProvider attribute) vision_projector_input_size (bridge.models.megatron_mimo.llava_provider.LlavaMegatronMIMOProvider attribute) vision_soft_tokens_per_image (bridge.models.gemma_vl.gemma4_vl_provider.Gemma4DenseVLProvider attribute) (bridge.models.gemma_vl.gemma4_vl_provider.Gemma4VLModelProvider attribute) vision_start_token_id (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider attribute) (bridge.models.exaone.exaone45.modelling_exaone45.transformer_config.Exaone45TransformerConfig attribute) (bridge.models.gemma_vl.gemma3_vl_provider.Gemma3VLModelProvider attribute) (bridge.models.qwen_omni.modeling_qwen25_omni.transformer_config.Qwen25OmniTransformerConfig attribute) (bridge.models.qwen_omni.modeling_qwen3_omni.transformer_config.Qwen3OmniTransformerConfig attribute) (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_config.Qwen3VLTransformerConfig attribute) (bridge.models.qwen_vl.qwen25_vl_provider.Qwen25VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) vision_tensor_model_parallel_size (bridge.models.qwen_vl.qwen3_vl_provider.DistTrainConfig attribute) vision_to_llm_dp_ratio (bridge.models.qwen_vl.qwen3_vl_provider.DistTrainConfig attribute) vision_token_id (bridge.models.exaone.exaone45.exaone45_provider.Exaone45ModelProvider attribute) (bridge.models.qwen_vl.qwen25_vl_provider.Qwen25VLModelProvider attribute) vision_world_size (bridge.models.qwen_vl.qwen3_vl_provider.DistTrainConfig attribute) visual_inputs (bridge.data.energon.hf_task_encoder.HFEnergonBatch attribute) (bridge.models.qwen_vl.data.energon.QwenVLTaskBatch attribute) visual_keys (bridge.data.builders.energon.HFEnergonTaskEncoderConfig attribute) (bridge.data.builders.energon.NemotronOmniEnergonTaskEncoderConfig attribute) visual_tensors (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskBatch property) visual_values (bridge.models.qwen_vl.data.collate_fn.QwenVLPreparedSequence attribute) vit_flops() (in module bridge.training.utils.flop_utils) vit_flops_from_grid_thw() (in module bridge.training.utils.flop_utils) vit_flops_from_patch_stats() (in module bridge.training.utils.flop_utils) vit_gradient_checkpointing (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) VLMLoRA (class in bridge.peft.lora) vocab_size (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) (bridge.models.exaone.exaone45.modelling_exaone45.transformer_config.Exaone45TransformerConfig attribute) (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.gemma.gemma2_provider.Gemma2ModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) (bridge.models.gemma.gemma_provider.GemmaModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.hybrid.hybrid_provider.HybridModelProvider attribute) (bridge.models.megatron_mimo.llava_provider.LlavaMegatronMIMOProvider attribute) (bridge.models.mistral.mistral_provider.MistralModelProvider attribute) (bridge.models.olmoe.olmoe_provider.OlMoEModelProvider attribute) (bridge.models.qwen3_asr.modeling_qwen3_asr.transformer_config.Qwen3ASRTransformerConfig attribute) (bridge.models.qwen_omni.modeling_qwen25_omni.transformer_config.Qwen25OmniTransformerConfig attribute) (bridge.models.qwen_omni.modeling_qwen3_omni.transformer_config.Qwen3OmniTransformerConfig attribute) (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_config.Qwen3VLTransformerConfig attribute) (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) (bridge.models.sarvam.sarvam_provider.SarvamMoEModelProvider attribute) (bridge.models.t5_provider.T5ModelProvider attribute) vp_stage (bridge.models.conversion.model_bridge.MegatronWeightTuple attribute) (bridge.models.conversion.model_bridge.WeightConversionTask attribute) W W_latents (bridge.diffusion.data.wan.wan_energon_datamodule.WanDatasetConfig attribute) (bridge.diffusion.data.wan.wan_mock_datamodule.WanMockDataModuleConfig attribute) walk() (in module bridge.peft.walk_utils) Wan3DRopeEmbeddings (class in bridge.diffusion.models.wan.rope_utils) wan_14b_pretrain_16gpu_gb200_bf16_config() (in module bridge.perf_recipes.wan.gb200.wan) wan_14b_pretrain_32gpu_h100_bf16_config() (in module bridge.perf_recipes.wan.h100.wan) wan_14b_pretrain_8gpu_h100_bf16_config() (in module bridge.recipes.wan.h100.wan) wan_14b_pretrain_config() (in module bridge.diffusion.recipes.wan.wan) wan_14b_sft_8gpu_h100_bf16_config() (in module bridge.recipes.wan.h100.wan) wan_14b_sft_config() (in module bridge.diffusion.recipes.wan.wan) wan_1_3b_pretrain_8gpu_h100_bf16_config() (in module bridge.recipes.wan.h100.wan) wan_1_3b_pretrain_config() (in module bridge.diffusion.recipes.wan.wan) wan_1_3b_sft_8gpu_h100_bf16_config() (in module bridge.recipes.wan.h100.wan) wan_1_3b_sft_config() (in module bridge.diffusion.recipes.wan.wan) wan_1_3b_text2image_pretrain_1gpu_h100_bf16_config() (in module bridge.recipes.wan.h100.wan) wan_1_3b_text2image_pretrain_config() (in module bridge.diffusion.recipes.wan.wan) wan_1_3b_text2video_pretrain_4gpu_h100_bf16_config() (in module bridge.recipes.wan.h100.wan) wan_1_3b_text2video_pretrain_config() (in module bridge.diffusion.recipes.wan.wan) wan_data_step() (in module bridge.diffusion.models.wan.wan_step) WanAdaLN (class in bridge.diffusion.models.wan.wan_layer_spec) WanAdapter (class in bridge.diffusion.models.wan.flow_matching.flow_matching_pipeline_wan) WanBridge (class in bridge.diffusion.conversion.wan.wan_bridge) WanDataModuleConfig (class in bridge.diffusion.data.wan.wan_energon_datamodule) WanDatasetConfig (class in bridge.diffusion.data.wan.wan_energon_datamodule) wandb_logger (bridge.training.state.GlobalState property) WandbPlugin (class in bridge.recipes.run_plugins) WandbPluginScriptArgs (class in bridge.recipes.run_plugins) WanFlowMatchingPipeline (class in bridge.diffusion.models.wan.flow_matching.flow_matching_pipeline_wan) WanForwardStep (class in bridge.diffusion.models.wan.wan_step) WanLayerWithAdaLN (class in bridge.diffusion.models.wan.wan_layer_spec) WanMockDataModuleConfig (class in bridge.diffusion.data.wan.wan_mock_datamodule) WanModel (class in bridge.diffusion.models.wan.wan_model) WanModelProvider (class in bridge.diffusion.models.wan.wan_provider) WanSafeTensorsStateSource (class in bridge.diffusion.conversion.wan.wan_hf_pretrained) WanTaskEncoder (class in bridge.diffusion.data.wan.wan_taskencoder) WanWithAdaLNSubmodules (class in bridge.diffusion.models.wan.wan_layer_spec) warn_deprecated_model() (in module bridge.models._deprecation) warn_if_deprecated_model() (in module bridge.models._deprecation) warn_if_legacy_nemotron_path() (in module bridge.models._deprecation) warn_rank_0() (in module bridge.utils.common_utils) weight (bridge.models.conversion.model_bridge.HFWeightTuple attribute) (bridge.models.conversion.model_bridge.MegatronWeightTuple attribute) (bridge.peft.lora_layers.LoRALinear property) weight_amax (bridge.models.conversion.modelopt_utils.QuantMeta attribute) weight_and_optimizer_bytes (bridge.training.utils.theoretical_memory_utils.TrainingMemoryEstimate property) weight_dtype (bridge.models.conversion.model_bridge.WeightConversionTask attribute) weight_scale_2 (bridge.models.conversion.modelopt_utils.QuantMeta attribute) WeightConversionTask (class in bridge.models.conversion.model_bridge) WeightedRandomSampler (class in bridge.models.stepfun.data.flickr8k.samplers) weights_verification_table() (in module bridge.models.conversion.utils) WeightType (in module bridge.models.conversion.param_mapping) wgrad_deferral_limit (bridge.training.comm_overlap._CommOverlapConfig attribute) (bridge.training.comm_overlap.CommOverlapConfig attribute) wildcard_match() (in module bridge.peft.utils) window_attn_skip_freq (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) window_size (bridge.models.gemma.gemma2_provider.Gemma2ModelProvider attribute) (bridge.models.gemma.gemma3_provider.Gemma3ModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4DenseProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) (bridge.models.mimo_v2_flash.mimo_v2_flash_provider.MiMoV2FlashModelProvider attribute) (bridge.models.mistral.mistral_provider.MistralModelProvider attribute) wire_gemma4_kv_sharing() (in module bridge.models.gemma.modeling_gemma4) with_split() (bridge.data.sources.hf.HFDatasetSourceConfig method) workspace (bridge.recipes.run_plugins.CometPlugin attribute) (bridge.recipes.run_plugins.CometPluginScriptArgs attribute) wrap_megatron_mimo_model_distributed() (in module bridge.models.megatron_mimo.megatron_mimo_ddp) wrap_train_step_function() (bridge.training.nvrx_straggler.NVRxStragglerDetectionManager method) wrap_with_ddp (bridge.models.model_provider.GetModelKwargs attribute) write_packed_parquet() (in module bridge.data.packing.parquet) Y yarn_beta_fast (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider attribute) yarn_beta_slow (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider attribute) yarn_correction_range_round_to_int (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider attribute) yarn_mscale (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider attribute) yarn_mscale_all_dim (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider attribute) yarn_original_max_position_embeddings (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider attribute) YARN_ROPE_SCALING_MAPPING (bridge.models.conversion.model_bridge.MegatronModelBridge attribute) yarn_rotary_scaling_factor (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider attribute) Z z_loss (bridge.models.bailing.modeling_bailing_moe_v2.MoEV2CausalLMOutputWithPast attribute) zero_grad_buffer_for_multimodule() (in module bridge.training.megatron_mimo_parallel_utils)
