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.hf_processors) (in module bridge.data.megatron_mimo) (in module bridge.data.vlm_datasets) (in module bridge.data.vlm_datasets.step37_flickr8k) (in module bridge.diffusion.common.flow_matching.adapters) (in module bridge.diffusion.conversion.nemotron_labs_diffusion) (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.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.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.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_oss) (in module bridge.models.hf_pretrained) (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.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.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.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.gemma) (in module bridge.recipes.gemma3_vl) (in module bridge.recipes.gemma4_vl) (in module bridge.recipes.glm) (in module bridge.recipes.glm_vl) (in module bridge.recipes.gpt) (in module bridge.recipes.gpt_oss) (in module bridge.recipes.kimi_vl) (in module bridge.recipes.llama) (in module bridge.recipes.ministral3) (in module bridge.recipes.moonlight) (in module bridge.recipes.moonlight.moonlight_16b) (in module bridge.recipes.nemotron_omni) (in module bridge.recipes.nemotron_vl) (in module bridge.recipes.nemotronh) (in module bridge.recipes.nemotronh.nemotron_3_nano) (in module bridge.recipes.nemotronh.nemotron_3_super) (in module bridge.recipes.nemotronh.nemotron_nano_v2) (in module bridge.recipes.nemotronh.nemotronh) (in module bridge.recipes.olmoe) (in module bridge.recipes.qwen) (in module bridge.recipes.qwen2_audio) (in module bridge.recipes.qwen_vl) (in module bridge.recipes.stepfun) (in module bridge.recipes.stepfun.step37) (in module bridge.recipes.utils) (in module bridge.training.utils.padding_utils) __bool__() (bridge.peft.walk_utils.HasBool method) __call__() (bridge.data.builders.hf_dataset.ProcessExampleFn method) (bridge.data.energon.task_encoder_utils.audiohandler method) (bridge.data.energon.task_encoder_utils.videohandler method) (bridge.data.vlm_datasets.step37_flickr8k.template.Step37MultimodalTemplate 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.state.StateDict method) (bridge.models.hf_pretrained.vlm.PreTrainedVLM method) (bridge.models.qwen3_asr.hf_qwen3_asr.processing_qwen3_asr.Qwen3ASRProcessor method) (bridge.peft.base.PEFT 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) __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.packed_parquet.GPTSFTPackedParquetDataset method) (bridge.data.datasets.utils._TextMemMapDataset method) __delete__() (bridge.utils.import_utils.UnavailableMeta method) __delitem__() (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.models.gpt.gpt_builder.GPTModelConfig method) (bridge.models.mamba.mamba_builder.MambaModelConfig 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.packed_parquet.GPTSFTPackedParquetDataset method) (bridge.data.datasets.sft.GPTSFTDataset method) (bridge.data.datasets.sft.GPTSFTPackedDataset method) (bridge.data.datasets.utils._OnlineSampleMapping method) (bridge.data.datasets.utils._TextMemMapDataset method) (bridge.data.megatron_mimo.dataset.MegatronMIMODataset method) (bridge.data.samplers.RandomSeedDataset method) (bridge.data.vlm_datasets.conversation_dataset.VLMConversationDataset method) (bridge.data.vlm_datasets.step37_flickr8k.flickr8k_loader.Step37Flickr8kDataset method) (bridge.data.vlm_datasets.step37_flickr8k.packed_dataloader.MixedPackedDataloader method) (bridge.data.vlm_datasets.step37_flickr8k.provider._FixedPackDataset method) (bridge.diffusion.data.flux.flux_mock_datamodule._MockT2IDataset method) (bridge.diffusion.data.wan.wan_mock_datamodule._MockDataset method) (bridge.models.hf_pretrained.state.StateDict method) (bridge.models.hf_pretrained.state.StateSource 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.sft) (in module bridge.data.datasets.utils) __idx_version__ (in module bridge.data.datasets.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.samplers.MegatronPretrainingBatchSampler method) (bridge.data.samplers.MegatronPretrainingRandomSampler method) (bridge.data.samplers.MegatronPretrainingSampler method) (bridge.data.vlm_datasets.step37_flickr8k.samplers.LoopedSequentialSampler method) (bridge.data.vlm_datasets.step37_flickr8k.samplers.LoopedShuffleSampler method) (bridge.data.vlm_datasets.step37_flickr8k.samplers.WeightedRandomSampler method) (bridge.models.conversion.mapping_registry.MegatronMappingRegistry method) (bridge.models.hf_pretrained.state.StateDict method) (bridge.models.hf_pretrained.state.StateSource method) (bridge.utils.import_utils.UnavailableMeta method) __itruediv__() (bridge.utils.import_utils.UnavailableMeta method) __key__ (bridge.data.energon.hf_encoder_task_encoder.HFEncoderTaskSample attribute) (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskSample attribute) __keys__ (bridge.data.energon.hf_encoder_task_encoder.HFEncoderTaskBatch attribute) (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskBatch attribute) __keywords__ (in module bridge.package_info) __le__() (bridge.utils.import_utils.UnavailableMeta method) __len__() (bridge.data.datasets.packed_parquet.GPTSFTPackedParquetDataset method) (bridge.data.datasets.sft.GPTSFTDataset method) (bridge.data.datasets.utils._OnlineSampleMapping method) (bridge.data.datasets.utils._TextMemMapDataset method) (bridge.data.megatron_mimo.dataset.MegatronMIMODataset method) (bridge.data.samplers.MegatronPretrainingBatchSampler method) (bridge.data.samplers.MegatronPretrainingRandomSampler method) (bridge.data.samplers.MegatronPretrainingSampler method) (bridge.data.samplers.RandomSeedDataset method) (bridge.data.vlm_datasets.conversation_dataset.VLMConversationDataset method) (bridge.data.vlm_datasets.step37_flickr8k.flickr8k_loader.Step37Flickr8kDataset method) (bridge.data.vlm_datasets.step37_flickr8k.packed_dataloader.MixedPackedDataloader method) (bridge.data.vlm_datasets.step37_flickr8k.provider._FixedPackDataset method) (bridge.data.vlm_datasets.step37_flickr8k.template.MultimodalSFTSample 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.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.data.vlm_datasets.step37_flickr8k.samplers.LoopedSequentialSampler method) (bridge.data.vlm_datasets.step37_flickr8k.samplers.LoopedShuffleSampler method) (bridge.data.vlm_datasets.step37_flickr8k.samplers.WeightedRandomSampler method) __package_name__ (in module bridge.package_info) __post_init__() (bridge.data.datasets.packed_sequence.PackedSequenceSpecs method) (bridge.data.vlm_datasets.step37_flickr8k.provider.Step37Flickr8kSFTDataProvider 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.distillation_provider.DistillationProvider 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.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider method) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider 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.state.StateDict method) (bridge.models.hf_pretrained.vlm.PreTrainedVLM method) __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.gpt_builder.GPTModelConfig method) (bridge.models.mamba.mamba_builder.MambaModelConfig method) (bridge.models.nemotron_omni.nemotron_omni_sound.BridgeSoundEncoder method) (bridge.training.mixed_precision.MixedPrecisionConfig method) __setitem__() (bridge.utils.import_utils.UnavailableMeta method) __shortversion__ (in module bridge.package_info) __slots__ (bridge.models.conversion.peft_bridge._AbsentProjectionSentinel attribute) (bridge.models.decorators.dispatch._Dispatch attribute) __str__() (bridge.data.datasets.utils._OnlineSampleMapping method) __sub__() (bridge.utils.import_utils.UnavailableMeta method) __subflavors__ (bridge.data.energon.hf_encoder_task_encoder.HFEncoderTaskBatch attribute) (bridge.data.energon.hf_encoder_task_encoder.HFEncoderTaskSample attribute) (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskBatch attribute) (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskSample attribute) __truediv__() (bridge.utils.import_utils.UnavailableMeta method) __version__ (in module bridge.package_info) _AbsentProjectionSentinel (class in bridge.models.conversion.peft_bridge) _accumulate_grouped_export() (bridge.models.conversion.model_bridge.MegatronModelBridge method) _ACTIVATION_FUNC_TO_STR (in module bridge.utils.activation_map) _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.gemma2) _adjust_gemma3_vocab_size() (in module bridge.recipes.gemma.gemma3) _alias_matches (bridge.peft.module_matcher.ModuleMatcher attribute) _alias_to_pattern (bridge.peft.module_matcher.ModuleMatcher attribute) _align_expert_weight_to_shape() (in module bridge.models.conversion.param_mapping) _All2AllHp2Sp (class in bridge.peft.utils) _ALLOW_PRIVATE_URL_FETCH_ENV (in module bridge.models.nemotron_vl.nemotron_vl_utils) _ALLOWED_TARGET_PREFIXES (in module bridge.utils.instantiate_utils) _append_rank_offset() (in module bridge.peft.utils) _apply_cfgs() (bridge.training.comm_overlap.CommOverlapConfig method) _apply_chat_template() (bridge.data.vlm_datasets.step37_flickr8k.template.Step37MultimodalTemplate method) _apply_freezing() (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider method) _apply_gemma4_vl_common() (in module bridge.recipes.gemma4_vl.gemma4_vl) _apply_glu_interleave_to_tensor_data() (in module bridge.training.checkpointing) _apply_grouped_expert_swiglu_sharded_factory() (in module bridge.peft.utils) _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_rotary_pos_emb_thd_absolute() (in module bridge.models.ernie_vl.modeling_ernie45_vl.vision_attention) _as_list() (in module bridge.utils.cuda_graph) _as_module_prefix() (in module bridge.utils.instantiate_utils) _BLEND_PER_SPLIT_TYPE (in module bridge.recipes.utils.dataset_utils) _BLEND_TYPE (in module bridge.recipes.utils.dataset_utils) _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_data_from_text() (bridge.data.datasets.utils._JSONLMemMapDataset method) (bridge.data.datasets.utils._TextMemMapDataset method) _build_datasets() (bridge.data.builders.finetuning_dataset.FinetuningDatasetBuilder 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_distributed_model() (in module bridge.training.setup) _build_generation_config() (bridge.models.hf_pretrained.causal_lm._ConfigOnlyPretrainedShim static method) _build_grouped_mm_offsets() (bridge.peft.utils.GroupedExpertLinearAdapter method) _build_in_domain_sampler() (bridge.data.vlm_datasets.step37_flickr8k.packed_dataloader.MixedPackedDataloader static method) _build_inputs() (bridge.recipes.qwen_vl.qwen25_vl_dataset.MockQwen25VLDataset method) _build_lora_hf_names() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _build_loss_mask() (bridge.data.datasets.sft.GPTSFTDataset method) (bridge.data.datasets.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_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_samples_mapping() (bridge.data.datasets.packed_parquet.GPTSFTPackedParquetDataset method) (bridge.data.datasets.sft.GPTSFTChatDataset method) (bridge.data.datasets.sft.GPTSFTDataset method) (bridge.data.datasets.sft.GPTSFTPackedDataset method) _build_sharded_state_dict_metadata() (in module bridge.training.checkpointing) _build_sound_encoder() (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronOmniModelProvider method) _build_sound_projection_config() (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronOmniModelProvider method) _build_split_dataset() (bridge.data.megatron_mimo.hf_provider.HFMegatronMIMODatasetProvider method) (bridge.data.megatron_mimo.mock_provider.MockMegatronMIMOProvider method) (bridge.data.vlm_datasets.hf_provider.HFDatasetConversationProvider method) (bridge.data.vlm_datasets.preloaded_provider.PreloadedVLMConversationProvider method) _build_standalone_mtp_layout() (in module bridge.recipes.deepseek.deepseek_v3) _build_standard_language_model_spec() (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider method) _build_step35_layer_spec() (in module bridge.models.stepfun.step35_bridge) _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_train_packed_dataloader() (bridge.data.vlm_datasets.step37_flickr8k.provider.Step37Flickr8kSFTDataProvider method) _build_vision_config() (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronOmniModelProvider method) (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider method) _build_vision_packed_seq_params() (in module bridge.training.nemotron_omni_step) _build_vision_projection_config() (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronOmniModelProvider 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) _can_use_te_grouped_linear() (bridge.peft.utils.GroupedExpertLinearAdapter method) _causal_lm_architecture (bridge.models.conversion.auto_bridge.AutoBridge property) _ceil_to_nearest() (bridge.data.datasets.sft.GPTSFTDataset method) _chat_preprocess() (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_VERSION (in module bridge.training.checkpointing) _checkpointed_forward() (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_block.Qwen3VLTransformerBlock method) (bridge.models.qwen_vl.modelling_qwen3_vl.transformer_block.Qwen3VLVisionTransformerBlock method) _cleanup_hf_local_dir_cache() (bridge.models.hf_pretrained.base.PreTrainedBase static method) _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.data.vlm_datasets.step37_flickr8k.preprocess) _CLIP_STD (in module bridge.data.vlm_datasets.step37_flickr8k.preprocess) _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) _coerce_mimo_model() (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge static 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_item() (bridge.data.datasets.sft.GPTSFTDataset method) _collect_packed_expert_adapter_tensors() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _CommOverlapConfig (class in bridge.training.comm_overlap) _compatibles (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.FlowMatchEulerDiscreteScheduler attribute) _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_mask() (bridge.models.gemma_vl.modeling_gemma3_vl.Gemma3VLModel method) (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) _ConcatBiasMapping (class in bridge.models.ernie_vl.ernie45_vl_bridge) _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) _ConfigOnlyPretrainedShim (class in bridge.models.hf_pretrained.causal_lm) _configure_multimodal_attn_impl() (in module bridge.models.qwen_omni.modeling_qwen3_omni.thinker_model) _construct_adapters_names() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _contains_code_references() (in module bridge.models.config) _CONVERSION_SPECS (in module bridge.models.megatron_mimo.conversion.orchestrator) _convert_hf_weight_names() (in module bridge.models.conversion.quant_mapping) _convert_pattern_to_regex() (bridge.models.conversion.mapping_registry.MegatronMappingRegistry method) _convert_to_openai_messages() (in module bridge.data.datasets.utils) _convert_value_to_dict() (in module bridge.models.config) _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) _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) _create_attention_mask() (bridge.data.datasets.sft.GPTSFTDataset method) _create_config_from_provider() (bridge.models.conversion.auto_bridge.AutoBridge method) _create_dataset() (bridge.data.builders.finetuning_dataset.FinetuningDatasetBuilder method) _create_dist_train_pgs() (in module bridge.training.initialize) _create_fsdp_dtensor_storage_writer() (in module bridge.training.checkpointing) _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) _current_moe_mm_token_type_ids (in module bridge.models.ernie_vl.modeling_ernie45_vl.ernie_moe_layer) _dataclass_to_omegaconf_dict() (in module bridge.training.utils.omegaconf_utils) _deallocate_indexed_dataset_memory() (in module bridge.data.datasets.utils) _decode_video_bytes() (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskEncoder static method) _deep_getattr() (in module bridge.models.qwen_omni.modeling_qwen3_omni.thinker_model) _deepseek_v4_mxfp8_quant_recipe() (in module bridge.recipes.deepseek.deepseek_v4) _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_HF_PATH (in module bridge.recipes.nemotron_omni.nemotron_omni) _default_nsys_converter() (in module bridge.recipes.run_plugins) _default_perf_env_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) _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) _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) _Dispatch (class in bridge.models.decorators.dispatch) _dispatch() (bridge.models.decorators.dispatch._Dispatch method) _divide_exact() (in module bridge.peft.utils) _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_LAYER_TYPE_TO_COMPRESS_RATIO (in module bridge.models.deepseek.deepseek_v4_bridge) _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) _embedding_parameters_on_most_loaded_shard() (in module bridge.training.utils.theoretical_memory_utils) _enable_gpt_oss_blackwell_mxfp8() (in module bridge.recipes.gpt_oss.gpt_oss) _enable_gpt_oss_hopper_fp8_current_scaling() (in module bridge.recipes.gpt_oss.gpt_oss) _enable_multimodal_gradient_checkpointing() (in module bridge.models.qwen_omni.modeling_qwen3_omni.thinker_model) _encode_images_for_insert() (bridge.models.stepfun.modelling_step37.model.Step37Model method) _encode_text() (in module bridge.diffusion.models.wan.flow_matching.flow_inference_pipeline) _ensure_model_list() (in module bridge.peft.utils) (in module bridge.training.utils.train_utils) _ensure_reader() (bridge.data.datasets.packed_parquet.GPTSFTPackedParquetDataset method) _eos_token_id (bridge.data.energon.hf_encoder_task_encoder.HFEncoderVLMTaskEncoder property) (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskEncoder property) _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.data.vlm_datasets.step37_flickr8k.template.Step37MultimodalTemplate method) _expand_image_tokens() (in module bridge.data.vlm_datasets.collate) _expand_mask() (in module bridge.models.bailing.modeling_bailing_moe_v2) _expand_step37_image_placeholders() (in module bridge.data.vlm_datasets.step37_flickr8k.template) _expert_idx() (bridge.models.stepfun.step35_bridge.StackedExpertAutoMapping method) (bridge.models.stepfun.step35_bridge.StackedExpertGatedMLPMapping method) _expert_optimizer_shard_size() (in module bridge.training.utils.theoretical_memory_utils) _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.qwen_vl.modelling_qwen3_vl.model.Qwen3VLModel method) _extract_expert_splits() (bridge.peft.utils.GroupedExpertLinearAdapter method) _extract_final_answer() (in module bridge.data.hf_processors.gsm8k) _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.finetuning_dataset.FinetuningDatasetBuilder method) _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) _fim_permute_sequence() (bridge.data.datasets.fim_dataset.GPTFIMDataset method) _fim_split_and_permute_sequence() (bridge.data.datasets.fim_dataset.GPTFIMDataset method) _finalize_transformer_configs_in_specs() (in module bridge.models.megatron_mimo.megatron_mimo_provider) _find_contiguous_blocks() (bridge.data.energon.hf_encoder_task_encoder.HFEncoderVLMTaskEncoder static method) _find_rank_module() (in module bridge.data.megatron_mimo.dp_utils) _finish_train() (in module bridge.training.train) _FixedPackDataset (class in bridge.data.vlm_datasets.step37_flickr8k.provider) _flash_attention_forward() (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2FlashAttention2 method) _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) _forward_cached() (bridge.models.gemma.gemma3_provider.Gemma3RotaryEmbedding method) (bridge.models.gemma.gemma4_provider.Gemma4RotaryEmbedding method) (bridge.models.mimo_v2_flash.modeling_mimo_v2_flash.MiMoV2FlashRotaryEmbedding method) _forward_grouped_projection() (bridge.peft.utils.GroupedExpertLinearAdapter method) _forward_per_expert() (bridge.peft.utils.GroupedExpertLinearAdapter method) _forward_post_mlp() (bridge.models.gemma.gemma4_provider.Gemma4TransformerLayer method) _forward_step_common() (in module bridge.training.gpt_step) _forward_te_grouped_linear() (bridge.peft.utils.GroupedExpertLinearAdapter method) _FP4_E2M1_TABLE_VALUES (in module bridge.models.conversion.quantization_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_router_weight() (bridge.models.gemma.gemma4_bridge.Gemma4Bridge method) (bridge.models.gemma_vl.gemma4_vl_bridge.Gemma4VLBridge method) _fuse_shared_expert_prenorm() (bridge.models.gemma.gemma4_bridge.Gemma4Bridge method) (bridge.models.gemma_vl.gemma4_vl_bridge.Gemma4VLBridge method) _FUSED_LAYER_NORM_COLUMN_PARALLEL_SUBSTRING (bridge.models.conversion.param_mapping.AutoMapping attribute) _gather_along_last_dim() (bridge.peft.utils.GroupedExpertLinearAdapter method) _gather_amax_by_ep_rank() (bridge.models.conversion.quant_mapping.MoeAmaxFanoutMapping method) _gather_assistant_text_segments() (in module bridge.data.vlm_datasets.collate) _gather_expert_adapter_weight() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _gather_flag_from_rank0() (bridge.training.nvrx_straggler.NVRxStragglerDetectionManager method) _gemma4_block_spec() (in module bridge.models.gemma.gemma4_provider) _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_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_default_language_config() (bridge.models.megatron_mimo.llava_provider.LlavaMegatronMIMOProvider 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_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_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_func_kwargs() (in module bridge.peft.walk_utils) _get_fused_adapter_linear_out_slices() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _get_header_conversation_type_mask_role() (in module bridge.data.datasets.utils) _get_init_fn() (bridge.peft.utils.ParallelLinearAdapter method) _get_k_norm_layout() (in module bridge.models.minimax_m2.minimax_m2_provider) _get_key_config_values() (in module bridge.training.config) _get_key_to_filename_map() (bridge.models.hf_pretrained.state.SafeTensorsStateSource method) _get_kimi_k25_vl_pipeline_layout() (in module bridge.recipes.kimi_vl.kimi_k25_vl) _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_maker() (bridge.data.vlm_datasets.hf_provider.HFDatasetConversationProvider 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_module_dp_info() (in module bridge.training.megatron_mimo_step) _get_moonlight_pipeline_layout() (in module bridge.recipes.moonlight.moonlight_16b) _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_olmoe_pipeline_layout() (in module bridge.recipes.olmoe.olmoe_7b) _get_optimizer_overlap_cfgs() (bridge.training.comm_overlap.CommOverlapConfig method) _get_or_create_mapping() (bridge.models.conversion.param_mapping.AutoMapping method) _get_pg_collection_from_model() (in module bridge.models.conversion.model_bridge) _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_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_te_grouped_linear_helper() (bridge.peft.utils.GroupedExpertLinearAdapter method) _get_text_config() (bridge.models.ernie_vl.ernie45_vl_bridge.Ernie45VLBridge static 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_layer_spec() (in module bridge.training.mlm_compat.model) _get_unpad_data() (in module bridge.models.bailing.modeling_bailing_moe_v2) _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) _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) _handle_mxfp8_param_buffer_copy() (in module bridge.training.train) _handle_straggler_report() (bridge.training.nvrx_straggler.NVRxStragglerDetectionManager method) _has_moe() (in module bridge.training.utils.theoretical_memory_utils) _HCAlphaMapping (class in bridge.models.deepseek.deepseek_v4_bridge) _HCAlphaSecondaryMapping (class in bridge.models.deepseek.deepseek_v4_bridge) _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_LORA_SUFFIXES (in module bridge.models.conversion.peft_bridge) _HF_PATH (in module bridge.recipes.gemma4_vl.gemma4_vl) _hf_source_and_keys() (bridge.models.glm.glm45_bridge.GLM45Bridge method) (bridge.models.glm_vl.glm_45v_bridge.GLM45VBridge method) _HFNameSuffixMapping (class in bridge.models.conversion.model_bridge) _identify_start_index_of_subsequence() (in module bridge.data.datasets.utils) _identity_path() (in module bridge.data.vlm_datasets.step37_flickr8k.template) _ignore_source_key_prefixes() (bridge.models.hf_pretrained.state.SafeTensorsStateSource static method) _image_to_tensor() (in module bridge.data.vlm_datasets.step37_flickr8k.preprocess) _image_token_id (bridge.data.energon.hf_encoder_task_encoder.HFEncoderVLMTaskEncoder property) _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_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) _inference_forward() (bridge.diffusion.models.common.nemotron_labs_diffusion_attention.NemotronLabsDiffusionAttention method) _init_adapter() (bridge.peft.lora_layers.LinearAdapter static method) (bridge.peft.lora_layers.TELinearAdapter static method) _init_embed_vision() (bridge.models.gemma_vl.modeling_gemma4_vl.Gemma4VLModel method) _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_pg_collection_on_mappings() (in module bridge.models.conversion.model_bridge) _install_tied_kv() (in module bridge.models.gemma.gemma4_provider) _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_component_export_representative() (in module bridge.models.megatron_mimo.conversion.orchestrator) _is_empty_path() (in module bridge.diffusion.data.wan.wan_energon_datamodule) _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_gdn_in_proj_split() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _is_global_rank_0() (in module bridge.data.vlm_datasets.step37_flickr8k.flickr8k_loader) _is_local_attn_layer() (in module bridge.models.gemma.gemma3_provider) (in module bridge.models.mimo_v2_flash.modeling_mimo_v2_flash) _is_model_section() (in module bridge.training.checkpointing) _is_omegaconf_problematic() (in module bridge.training.utils.omegaconf_utils) _is_parquet_file() (in module bridge.data.datasets.packed_parquet) _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_swiglu_fc1_checkpoint_key() (in module bridge.training.checkpointing) _is_te_grouped_mlp_call() (bridge.peft.utils.GroupedExpertLinearAdapter method) _is_text_only (bridge.diffusion.conversion.nemotron_labs_diffusion.nemotron_labs_diffusion_bridge.NemotronLabsDiffusionBridge attribute) _iter_active_routes() (in module bridge.models.megatron_mimo.conversion.orchestrator) _iter_all_modules() (in module bridge.training.eval_context_parallel_rebinding) _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) _LayerCounts (class in bridge.training.utils.theoretical_memory_utils) _lazy_import_pyarrow() (in module bridge.data.datasets.packed_parquet) _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_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.vlm.PreTrainedVLM method) _load_dataset() (bridge.data.builders.hf_dataset.HFDatasetBuilder method) (bridge.data.datasets.packed_parquet.GPTSFTPackedParquetDataset method) (bridge.data.datasets.sft.GPTSFTDataset method) (bridge.data.datasets.sft.GPTSFTPackedDataset method) _load_generation_config() (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM method) (bridge.models.hf_pretrained.vlm.PreTrainedVLM method) _load_global_dist_base_checkpoint() (in module bridge.training.checkpointing) _load_hf_dataset() (bridge.data.megatron_mimo.hf_provider.HFMegatronMIMODatasetProvider method) _load_hf_tokenizer() (in module bridge.data.vlm_datasets.step37_flickr8k.template) _load_image() (in module bridge.data.vlm_datasets.step37_flickr8k.preprocess) _load_image_processor() (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM method) (bridge.models.hf_pretrained.vlm.PreTrainedVLM 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.vlm.PreTrainedVLM 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_preloaded_examples() (in module bridge.data.vlm_datasets.preloaded_provider) _load_processor() (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM method) (bridge.models.hf_pretrained.vlm.PreTrainedVLM 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.vlm.PreTrainedVLM method) _locate_row() (bridge.data.datasets.packed_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) _logit_softcapping() (in module bridge.models.gemma.gemma4_provider) _LooseGatedMLPMapping (class in bridge.models.conversion.param_mapping) _lora_seq_stats_cache (in module bridge.training.utils.flop_utils) _make_base_examples() (bridge.data.vlm_datasets.mock_provider.MockVLMConversationProvider method) _make_causal_mask() (in module bridge.models.bailing.modeling_bailing_moe_v2) _make_energon_dataset() (in module bridge.recipes.qwen_vl.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_single_example() (bridge.data.vlm_datasets.mock_provider.MockVLMConversationProvider method) _make_template() (bridge.data.vlm_datasets.step37_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_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_grouped_expert_adapter_tensor() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _maybe_attach_metric_loggers() (in module bridge.training.tensor_inspect) _maybe_barrier() (in module bridge.data.vlm_datasets.step37_flickr8k.flickr8k_loader) _maybe_cast_to_list() (bridge.data.datasets.sft.GPTSFTDataset method) (bridge.data.datasets.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.sft.GPTSFTChatDataset method) (bridge.data.datasets.sft.GPTSFTDataset method) _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_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_single_adapter_weight() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _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) _MISSING (in module bridge.models.conversion.auto_bridge) _mock_collate_fn() (in module bridge.diffusion.data.wan.wan_mock_datamodule) _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_forward() (in module bridge.diffusion.models.nemotron_labs_diffusion.inference_nemotron_labs_diffusion) _model_state_dict() (in module bridge.peft.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) _MoeMetricFanoutWriter (class in bridge.training.utils.train_utils) _move_frozen_params_to_device() (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider static method) _MTPDenseLayerSpecsList (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) _MULTIMODAL_KEYS (in module bridge.models.qwen_omni.qwen3_omni_step) _multiple_truncation() (bridge.data.datasets.sft.GPTSFTDataset method) _needs_data_for_module() (in module bridge.data.megatron_mimo.dp_utils) _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_omni_base_config() (in module bridge.recipes.nemotron_omni.nemotron_omni) _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) _norm() (bridge.diffusion.models.common.normalization.RMSNorm method) _normalize_dataset_sampling() (bridge.data.vlm_datasets.step37_flickr8k.packed_dataloader.MixedPackedDataloader static method) _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_hf_config() (in module bridge.models.ernie_vl.modeling_ernie45_vl.model) _normalize_images() (bridge.data.vlm_datasets.step37_flickr8k.template.Step37MultimodalTemplate method) _normalize_messages() (bridge.data.vlm_datasets.step37_flickr8k.template.Step37MultimodalTemplate method) _normalize_multimodal_inputs() (in module bridge.models.qwen_omni.qwen3_omni_step) _normalize_paths() (in module bridge.data.vlm_datasets.preloaded_provider) _normalize_pixel_values() (bridge.models.ernie_vl.modeling_ernie45_vl.model.Ernie45VLModel method) _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) _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) _optional_positive_int_attr() (in module bridge.training.utils.theoretical_memory_utils) _order_target_parameters() (in module bridge.models.conversion.peft_bridge) _override_user_cfgs() (bridge.training.comm_overlap.CommOverlapConfig method) _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_target_parameter_adapter_weights() (in module bridge.models.conversion.peft_bridge) _packed_path_exists() (bridge.data.builders.finetuning_dataset.FinetuningDatasetBuilder method) _pad_right_dim0() (in module bridge.models.conversion.param_mapping) _pad_token_id (bridge.data.energon.hf_encoder_task_encoder.HFEncoderVLMTaskEncoder property) (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskEncoder property) _ParameterCounts (class in bridge.training.utils.theoretical_memory_utils) _parse_slurm_nodelist() (in module bridge.utils.slurm_utils) _partition_packed_batch_for_cp() (in module bridge.training.gpt_step) _patch_get_input_embeddings() (in module bridge.models.qwen_omni.modeling_qwen3_omni.thinker_model) _patch_mtp_checkpointed_forward_padding_mask() (in module bridge.models.gpt_provider) _patch_standard_attention_specs() (in module bridge.models.qwen_vl.qwen35_vl_provider) _patch_te_grouped_linear_single_grouped_weight() (in module bridge.models.gpt_provider) _patch_yarn_concentration_factor() (in module bridge.models.gpt_provider) _patchify_frame() (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskEncoder method) _pattern_to_alias (bridge.peft.module_matcher.ModuleMatcher attribute) _peft_common() (in module bridge.recipes.common) _peft_common_vlm() (in module bridge.recipes.common) _permute() (bridge.data.datasets.fim_dataset.GPTFIMDataset method) _pg_collection (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.mamba.mamba_provider.MambaModelProvider attribute) (bridge.models.t5_provider.T5ModelProvider attribute) _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) _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_packed_split() (bridge.data.builders.finetuning_dataset.FinetuningDatasetBuilder method) _preprocess() (in module bridge.data.datasets.utils) _pretrain() (in module bridge.training.pretrain) _pretrain_common() (in module bridge.recipes.common) _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) _process_example() (bridge.data.datasets.sft.GPTSFTChatDataset method) (bridge.data.datasets.sft.GPTSFTDataset method) _process_group_rank() (in module bridge.models.megatron_mimo.conversion.orchestrator) _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.data.vlm_datasets.mock_provider.MockVLMConversationProvider attribute) (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) _provider_bridge_input (bridge.models.conversion.auto_bridge.AutoBridge property) _push_up() (bridge.data.datasets.packing_utils._SegmentTree method) _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.datasets.packing_utils._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.qwen2_audio) _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_apply_common() (in module bridge.recipes.qwen_vl.qwen35_vl) _qwen35_vl_apply_moe() (in module bridge.recipes.qwen_vl.qwen35_vl) _qwen35_vl_apply_peft_scheme() (in module bridge.recipes.qwen_vl.qwen35_vl) _qwen35_vl_enable_recompute() (in module bridge.recipes.qwen_vl.qwen35_vl) _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_vl_common() (in module bridge.recipes.qwen_vl.qwen3_vl) _QWEN_VISUAL_ENCODER_KEY (in module bridge.models.qwen_vl.qwen35_vl_provider) _rebuild_derived_specs_from_standard_provider() (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider method) _record_match() (bridge.peft.module_matcher.ModuleMatcher method) _record_to_conversation() (in module bridge.data.vlm_datasets.preloaded_provider) _register_linear_for_last_layer_mapping() (in module bridge.training.utils.train_utils) _register_pre_wrap_hook() (in module bridge.training.setup) _REGISTRY (in module bridge.data.utils) _replace_wildcards() (in module bridge.models.nemotronh.nemotron_h_bridge) _ReplicatedOptional (class in bridge.models.deepseek.deepseek_v4_bridge) _require_infra() (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge method) _require_provider() (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge method) _reset_idx_cur_epoch() (bridge.data.vlm_datasets.step37_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) _resolve_checkpoint_iteration() (in module bridge.training.checkpointing) _resolve_hf_adapter_param_name() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) _resolve_hf_pretrained() (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge method) _resolve_hooks() (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider 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_parquet_paths() (in module bridge.data.datasets.packed_parquet) _resolve_path() (bridge.models.hf_pretrained.state.SafeTensorsStateSource static method) _resolve_pattern() (bridge.models.conversion.quant_mapping.MoeAmaxFanoutMapping class 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.data.vlm_datasets.step37_flickr8k.provider.Step37Flickr8kSFTDataProvider method) _resolve_string_fields() (in module bridge.models.transformer_config) _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) _RestrictedUnpickler (class in bridge.utils.safe_pickle) _retrieve_tokenized() (in module bridge.data.datasets.packed_sequence) _RUNTIME_ONLY_TARGETS (in module bridge.training.utils.checkpoint_utils) _safe_asdict() (in module bridge.models.transformer_config) _safe_load_packed_npy() (in module bridge.data.datasets.sft) _SAFE_MODULES (bridge.utils.safe_pickle._NumpyRestrictedUnpickler attribute) (bridge.utils.safe_pickle._RestrictedUnpickler attribute) _SAFE_TARGETS (in module bridge.models.config) _safe_url_open (in module bridge.models.nemotron_vl.nemotron_vl_utils) _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) _saved_config_disables_mtp() (in module bridge.models.conversion.auto_bridge) _schedule_all() (bridge.data.vlm_datasets.step37_flickr8k.packed_dataloader.MixedPackedDataloader method) _seed_allowlist() (in module bridge.utils.instantiate_utils) _SegmentTree (class in bridge.data.datasets.packing_utils) _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.data.vlm_datasets.step37_flickr8k.samplers.WeightedRandomSampler method) _SENTINEL_LEN (bridge.data.vlm_datasets.step37_flickr8k.provider._FixedPackDataset attribute) _SEPARATE_LAYERNORM_REWRITES (bridge.models.conversion.mapping_registry.MegatronMappingRegistry attribute) _separate_template() (bridge.data.datasets.sft.GPTSFTDataset 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_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_num_cuda_device_max_connections() (bridge.recipes.run_plugins.PerfEnvPlugin method) _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) _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.datasets.packed_sequence) _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) _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) _snapshot_derived_spec_fields() (in module bridge.models.megatron_mimo.conversion.mimo_model_io) _sound_token_id (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskEncoder property) _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_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) (bridge.models.gemma_vl.gemma4_vl_bridge.Gemma4VLBridge method) _split_text_by_placeholders() (in module bridge.data.vlm_datasets.preloaded_provider) _SPLIT_TYPE (in module bridge.recipes.utils.dataset_utils) _SqueezeBiasMapping (class in bridge.models.ernie.ernie_45_bridge) _stack_images() (in module bridge.data.vlm_datasets.step37_flickr8k.multimodal_utils) _stream_mimo_weights_to_rank0() (in module bridge.models.megatron_mimo.conversion.orchestrator) _strip_intermediate_boxed() (in module bridge.data.hf_processors.openmathinstruct2) _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) _tensor_to_pil() (in module bridge.data.energon.task_encoder_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.data.vlm_datasets.step37_flickr8k.flickr8k_loader.Step37Flickr8kDataset static method) _to_dict() (in module bridge.models.config) _tokenize() (in module bridge.data.datasets.utils) _tokenize_get_item() (in module bridge.data.datasets.packed_sequence) _tokenize_init_worker() (in module bridge.data.datasets.packed_sequence) _tokenize_with_placeholders() (bridge.data.megatron_mimo.dataset.MegatronMIMODataset method) _tokenizer (bridge.data.energon.hf_encoder_task_encoder.HFEncoderVLMTaskEncoder property) (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskEncoder property) (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) _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) _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) _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) _truncation() (bridge.data.datasets.sft.GPTSFTDataset method) _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.nemotron_labs_diffusion.inference_nemotron_labs_diffusion) _unwrap_name() (bridge.models.conversion.model_bridge.MegatronModelBridge method) _upad_input() (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2FlashAttention2 method) _update() (bridge.data.datasets.packing_utils._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) _uses_fused_experts() (bridge.models.glm.glm45_bridge.GLM45Bridge method) (bridge.models.glm_vl.glm_45v_bridge.GLM45VBridge method) _uses_hybrid_rng_tracker() (in module bridge.training.model_load_save) _uses_packed_sequence_metadata() (in module bridge.training.gpt_step) _uses_vision_cuda_graph() (bridge.models.qwen_vl.modelling_qwen3_vl.vision_model.Qwen3VLVisionModel method) _validate_and_apply_deterministic_mode() (bridge.training.config.ConfigContainer method) _validate_and_apply_megatron_fsdp_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_cp_comm_type() (bridge.training.config.ConfigContainer method) _validate_fine_grained_activation_offloading() (in module bridge.training.config) _validate_fp8_export_config() (bridge.models.conversion.auto_bridge.AutoBridge method) _validate_heterogeneous() (bridge.models.megatron_mimo.megatron_mimo_config.MegatronMIMOParallelismConfig method) _validate_mixed_precision_consistency() (in module bridge.training.config) _validate_packed_path() (bridge.data.datasets.packed_sequence.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.MoeAmaxFanoutMapping method) _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) _verify_no_callables() (in module bridge.training.utils.omegaconf_utils) _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) _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) _with_mtp_layers() (in module bridge.training.utils.theoretical_memory_utils) _with_progress_tracking() (bridge.models.conversion.model_bridge.MegatronModelBridge method) A a2a_experimental (bridge.peft.lora.LoRA attribute) a2a_overlap (bridge.recipes.run_plugins.PerfEnvPlugin attribute) ABSENT_PROJECTION (in module bridge.models.conversion.peft_bridge) account_for_embedding_in_pipeline_split (bridge.models.gpt_provider.GPTModelProvider attribute) account_for_loss_in_pipeline_split (bridge.models.gpt_provider.GPTModelProvider attribute) 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.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.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) 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) ADAPTER_KEY_TO_SUFFIX (in module bridge.models.conversion.peft_bridge) 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.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.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.mamba.mamba_provider.MambaModelProvider 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_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_gumbel_noise() (in module bridge.diffusion.models.nemotron_labs_diffusion.inference_nemotron_labs_diffusion) add_qkv_bias (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) (bridge.diffusion.models.wan.wan_provider.WanModelProvider 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_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) all2all_hp2sp() (in module bridge.peft.utils) all_gather_item() (in module bridge.training.utils.sig_utils) AllGatherVisionEmbeddings (class in bridge.models.qwen_vl.modelling_qwen3_vl.utils) 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) always_return_pooled (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.ClipConfig attribute) AmaxFanoutMapping (class in bridge.models.conversion.quant_mapping) AmaxMapping (class in bridge.models.conversion.quant_mapping) apply_chat_template() (bridge.models.qwen3_asr.hf_qwen3_asr.processing_qwen3_asr.Qwen3ASRProcessor method) apply_dataset_override() (in module bridge.recipes.utils.dataset_utils) apply_determinism_overrides() (in module bridge.recipes.utils.determinism_utils) apply_flex_dispatcher_backend() (in module bridge.training.flex_dispatcher_backend) apply_interleaved_mrope() (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.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.llama_nemotron.llama_nemotron_provider.LlamaNemotronHeterogeneousProvider attribute) (bridge.models.mamba.mamba_provider.MambaModelProvider 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.qwen_vl.modelling_qwen3_vl.rope) apply_rotary_pos_emb_in_fp32 (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_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.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.vlm.PreTrainedVLM attribute) as_model_kwargs() (bridge.training.utils.visual_inputs.GenericVisualInputs method) (bridge.training.utils.visual_inputs.Qwen2_5_VLVisualInputs method) (bridge.training.utils.visual_inputs.Qwen2AudioInputs method) asdict() (bridge.models.transformer_config.TransformerConfig method) 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.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.mamba.mamba_provider.MambaModelProvider 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.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.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.mamba.mamba_provider.MambaModelProvider 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.Gemma4ModelProvider attribute) attention_mask (bridge.data.energon.hf_encoder_task_encoder.HFEncoderTaskBatch attribute) (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskBatch attribute) (bridge.models.hf_pretrained.causal_lm.GenerateKwargs 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.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) 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.energon.task_encoder_utils.ChatMLSample 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.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) (bridge.models.hf_pretrained.vlm.PreTrainedVLM property) AutoBridge (class in bridge.models.conversion.auto_bridge) autocast_dtype (bridge.models.gemma.gemma3_provider.Gemma3ModelProvider 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.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) 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_encoder_task_encoder.HFEncoderVLMTaskEncoder 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) 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.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.mamba.mamba_provider.MambaModelProvider 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_activation_fusion (bridge.diffusion.models.wan.wan_provider.WanModelProvider 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.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.llama_nemotron.llama_nemotron_provider.LlamaNemotronHeterogeneousProvider attribute) (bridge.models.mamba.mamba_provider.MambaModelProvider 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) block_size (bridge.diffusion.models.nemotron_labs_diffusion.nemotron_labs_diffusion_provider.NemotronLabsDiffusionModelProvider attribute) bos_token_id (bridge.models.gemma_vl.gemma3_vl_provider.Gemma3VLModelProvider 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.builders module bridge.data.builders.finetuning_dataset module bridge.data.builders.hf_dataset module bridge.data.datasets module bridge.data.datasets.fim_dataset module bridge.data.datasets.packed_parquet module bridge.data.datasets.packed_sequence module bridge.data.datasets.packing_utils module bridge.data.datasets.sft module bridge.data.datasets.utils module bridge.data.energon module bridge.data.energon.base_energon_datamodule module bridge.data.energon.energon_provider module bridge.data.energon.hf_encoder_task_encoder module bridge.data.energon.metadata module bridge.data.energon.nemotron_omni_task_encoder module bridge.data.energon.task_encoder_utils module bridge.data.finetuning module bridge.data.hf_processors module bridge.data.hf_processors.gsm8k module bridge.data.hf_processors.openmathinstruct2 module bridge.data.hf_processors.squad 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.samplers module bridge.data.utils module bridge.data.vlm_datasets module bridge.data.vlm_datasets.collate module bridge.data.vlm_datasets.conversation_dataset module bridge.data.vlm_datasets.hf_dataset_makers module bridge.data.vlm_datasets.hf_provider module bridge.data.vlm_datasets.mock_provider module bridge.data.vlm_datasets.preloaded_provider module bridge.data.vlm_datasets.step37_flickr8k module bridge.data.vlm_datasets.step37_flickr8k.flickr8k_loader module bridge.data.vlm_datasets.step37_flickr8k.multimodal_utils module bridge.data.vlm_datasets.step37_flickr8k.pack_transform module bridge.data.vlm_datasets.step37_flickr8k.packed_dataloader module bridge.data.vlm_datasets.step37_flickr8k.packing module bridge.data.vlm_datasets.step37_flickr8k.preprocess module bridge.data.vlm_datasets.step37_flickr8k.provider module bridge.data.vlm_datasets.step37_flickr8k.samplers module bridge.data.vlm_datasets.step37_flickr8k.template module bridge.data.vlm_datasets.token_utils 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.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.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.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.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.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.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.common module bridge.models.deepseek.deepseek_v2_bridge module bridge.models.deepseek.deepseek_v3_bridge module bridge.models.deepseek.deepseek_v4_bridge 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.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.modules module bridge.models.gemma_vl 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.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_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.safe_config_loader module bridge.models.hf_pretrained.state module bridge.models.hf_pretrained.utils module bridge.models.hf_pretrained.vlm module bridge.models.kimi module bridge.models.kimi.kimi_bridge module bridge.models.kimi_vl 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.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.ministral3 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.modeling_nemotron_omni 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.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.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.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.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.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.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.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.module_matcher module bridge.peft.recompute module bridge.peft.utils module bridge.peft.walk_utils 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.flux module bridge.recipes.gemma module bridge.recipes.gemma.gemma2 module bridge.recipes.gemma.gemma3 module bridge.recipes.gemma3_vl module bridge.recipes.gemma3_vl.gemma3_vl module bridge.recipes.gemma4_vl module bridge.recipes.gemma4_vl.gemma4_vl module bridge.recipes.glm module bridge.recipes.glm.glm45 module bridge.recipes.glm_vl module bridge.recipes.glm_vl.glm_45v module bridge.recipes.gpt module bridge.recipes.gpt.gpt3_175b module bridge.recipes.gpt.vanilla_gpt module bridge.recipes.gpt_oss module bridge.recipes.gpt_oss.gpt_oss module bridge.recipes.kimi_vl module bridge.recipes.kimi_vl.kimi_k25_vl module bridge.recipes.llama module bridge.recipes.llama.llama2 module bridge.recipes.llama.llama3 module bridge.recipes.ministral3 module bridge.recipes.ministral3.ministral3 module bridge.recipes.moonlight module bridge.recipes.moonlight.moonlight_16b module bridge.recipes.nemotron_omni module bridge.recipes.nemotron_omni.nemotron_omni module bridge.recipes.nemotron_vl module bridge.recipes.nemotron_vl.nemotron_nano_v2_vl module bridge.recipes.nemotronh module bridge.recipes.nemotronh.nemotron_3_nano module bridge.recipes.nemotronh.nemotron_3_super module bridge.recipes.nemotronh.nemotron_nano_v2 module bridge.recipes.nemotronh.nemotronh module bridge.recipes.olmoe module bridge.recipes.olmoe.olmoe_7b module bridge.recipes.qwen module bridge.recipes.qwen.qwen2 module bridge.recipes.qwen.qwen3 module bridge.recipes.qwen.qwen3_moe module bridge.recipes.qwen.qwen3_next module bridge.recipes.qwen2_audio module bridge.recipes.qwen2_audio.qwen2_audio module bridge.recipes.qwen_omni module bridge.recipes.qwen_omni.qwen3_omni module bridge.recipes.qwen_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.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.finetune_utils module bridge.recipes.utils.optimizer_utils module bridge.recipes.utils.tokenizer_utils module bridge.recipes.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.gpt_step 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.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 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.finetuning_dataset.FinetuningDatasetBuilder method) (bridge.data.energon.base_energon_datamodule.EnergonMultiModalDataModule 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_config_overrides() (bridge.training.config.OptimizerConfigOverrideProvider method) build_conversion_tasks() (bridge.models.conversion.model_bridge.MegatronModelBridge method) (bridge.models.kimi_vl.kimi_k25_vl_bridge.KimiK25VLBridge method) (bridge.models.nemotronh.nemotron_h_bridge.NemotronHBridge method) build_datasets() (bridge.data.energon.energon_provider.EnergonProvider 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.data.vlm_datasets.hf_provider.HFDatasetConversationProvider method) (bridge.data.vlm_datasets.mock_provider.MockVLMConversationProvider method) (bridge.data.vlm_datasets.preloaded_provider.PreloadedVLMConversationProvider method) (bridge.data.vlm_datasets.step37_flickr8k.provider.Step37Flickr8kSFTDataProvider 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.recipes.qwen_vl.qwen25_vl_dataset.MockQwen25VLDatasetProvider method) (bridge.recipes.qwen_vl.qwen3_vl.QwenVLEnergonProvider method) (bridge.training.config.DatasetProvider method) build_distributed_models() (bridge.models.gpt.gpt_builder.GPTModelBuilder method) (bridge.models.mamba.mamba_builder.MambaModelBuilder method) build_export_fp8_tasks() (bridge.models.conversion.model_bridge.MegatronModelBridge method) build_hypercomm_grids() (in module bridge.models.megatron_mimo.megatron_mimo_builder) build_image_for_insert() (in module bridge.data.vlm_datasets.step37_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_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_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_model() (bridge.models.gpt.gpt_builder.GPTModelBuilder method) (bridge.models.mamba.mamba_builder.MambaModelBuilder method) 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_route_local_registry() (in module bridge.models.megatron_mimo.conversion.orchestrator) 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_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.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.data.vlm_datasets.step37_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.datasets.packing_utils) 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) caption (bridge.data.vlm_datasets.step37_flickr8k.flickr8k_loader.Flickr8kSample attribute) caption_key (bridge.data.vlm_datasets.step37_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) ChatMLSample (class in bridge.data.energon.task_encoder_utils) ChatMLWebdataset (class in bridge.data.energon.task_encoder_utils) 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) clean_up_tokenization_spaces (bridge.models.hf_pretrained.causal_lm.DecodeKwargs attribute) cleanup_old_non_persistent_checkpoint() (in module bridge.training.checkpointing) 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.datasets.packed_parquet.GPTSFTPackedParquetDataset method) code2wav_config (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) collapse_thw() (in module bridge.models.qwen_vl.modelling_qwen3_vl.utils) collate_fn() (bridge.data.datasets.sft.GPTSFTChatDataset method) (bridge.data.datasets.sft.GPTSFTDataset method) (bridge.data.datasets.sft.GPTSFTPackedDataset method) COLLATE_FNS (in module bridge.data.vlm_datasets.collate) collate_impl (bridge.data.vlm_datasets.hf_provider.HFDatasetConversationProvider attribute) ColumnParallelMapping (class in bridge.models.conversion.param_mapping) 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) comm_overlap_config (bridge.recipes.qwen_vl.qwen3_vl.Qwen3VLCommonKwargs attribute) CommOverlapConfig (class in bridge.training.comm_overlap) 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_rope_args() (in module bridge.data.vlm_datasets.step37_flickr8k.multimodal_utils) 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) 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_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) (bridge.recipes.qwen_vl.qwen3_vl.Qwen3VLCommonKwargs 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.energon.task_encoder_utils.ChatMLSample 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) 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) cp_size (bridge.recipes.run_plugins.PerfEnvPlugin attribute) create_attention_mask (bridge.data.vlm_datasets.mock_provider.MockVLMConversationProvider attribute) (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.datasets.packing_utils) create_masked_next_token_loss_function() (in module bridge.training.losses) create_multiturn_loss_mask_by_search() (in module bridge.data.vlm_datasets.collate) create_omegaconf_dict_config() (in module bridge.training.utils.omegaconf_utils) create_packing_strategy() (in module bridge.data.datasets.packing_utils) create_peft() (in module bridge.peft.utils) create_peft_hook() (in module bridge.peft.utils) create_sft_dataset() (in module bridge.data.datasets.sft) create_value_head_hook() (in module bridge.training.utils.train_utils) 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.mamba.mamba_provider.MambaModelProvider attribute) crossattn_emb_size (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) cu_seqlens (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskBatch attribute) cu_seqlens_argmin (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskBatch attribute) cu_seqlens_unpadded (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskBatch 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.training.config.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_type (bridge.data.energon.energon_provider.EnergonProvider attribute) (bridge.data.megatron_mimo.base_provider.MegatronMIMODatasetProvider attribute) (bridge.data.megatron_mimo.mock_provider.MockMegatronMIMOProvider attribute) (bridge.data.vlm_datasets.hf_provider.HFDatasetConversationProvider attribute) (bridge.data.vlm_datasets.mock_provider.MockVLMConversationProvider attribute) (bridge.data.vlm_datasets.preloaded_provider.PreloadedVLMConversationProvider attribute) (bridge.data.vlm_datasets.step37_flickr8k.provider.Step37Flickr8kSFTDataProvider 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.training.config.DataloaderConfig attribute) (bridge.training.config.FinetuningDatasetConfig attribute) DataloaderConfig (class in bridge.training.config) dataset (bridge.training.config.ConfigContainer attribute) dataset_dict (bridge.data.builders.hf_dataset.HFDatasetConfig attribute) dataset_kwargs (bridge.training.config.FinetuningDatasetConfig attribute) dataset_name (bridge.data.builders.hf_dataset.HFDatasetConfig attribute) dataset_root (bridge.training.config.FinetuningDatasetConfig attribute) dataset_sampling (bridge.data.vlm_datasets.step37_flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) dataset_subset (bridge.data.builders.hf_dataset.HFDatasetConfig attribute) DATASET_TYPES (in module bridge.recipes.utils.dataset_utils) DatasetBuildContext (class in bridge.training.config) DatasetProvider (class in bridge.training.config) 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.mamba.mamba_provider.MambaModelProvider 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.vlm.PreTrainedVLM method) DecodeKwargs (class in bridge.models.hf_pretrained.causal_lm) decoder (bridge.models.ernie_vl.modeling_ernie45_vl.model.Ernie45VLModel 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_config() (in module bridge.recipes.deepseek.deepseek_v2) deepseek_v2_pretrain_config() (in module bridge.recipes.deepseek.deepseek_v2) deepseek_v3_pretrain_config() (in module bridge.recipes.deepseek.deepseek_v3) deepseek_v3_pretrain_config_32nodes() (in module bridge.recipes.deepseek.deepseek_v3) deepseek_v4_flash_pretrain_config() (in module bridge.recipes.deepseek.deepseek_v4) deepseek_v4_flash_pretrain_muon_config() (in module bridge.recipes.deepseek.deepseek_v4) deepseek_v4_flash_pretrain_mxfp8_config() (in module bridge.recipes.deepseek.deepseek_v4) 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_collate_fn() (in module bridge.data.vlm_datasets.collate) DEFAULT_CONFIG_FORMAT (bridge.models.model_provider.ModelProviderMixin attribute) default_gsm8k_config() (in module bridge.recipes.utils.finetune_utils) default_layer_spec() (in module bridge.models.gpt.gpt_builder) (in module bridge.models.gpt_provider) DEFAULT_NEMO_CACHE_HOME (in module bridge.data.datasets.sft) DEFAULT_NEMO_DATASETS_CACHE (in module bridge.data.datasets.sft) DEFAULT_NEMO_MODELS_CACHE (in module bridge.data.datasets.sft) DEFAULT_NULL_TOKENIZER_VOCAB_SIZE (in module bridge.recipes.utils.tokenizer_utils) default_openmathinstruct2_config() (in module bridge.recipes.utils.finetune_utils) default_openmathinstruct2_thinking_packed_config() (in module bridge.recipes.utils.finetune_utils) default_pack_path (bridge.data.builders.finetuning_dataset.FinetuningDatasetBuilder property) default_peft_config() (in module bridge.recipes.utils.finetune_utils) default_squad_config() (in module bridge.recipes.utils.finetune_utils) DefaultCheckpointManager (class in bridge.training.checkpointing) defer_embedding_wgrad_compute (bridge.training.comm_overlap._CommOverlapConfig attribute) (bridge.training.comm_overlap.CommOverlapConfig attribute) delay_wgrad_compute (bridge.training.comm_overlap._CommOverlapConfig attribute) (bridge.training.comm_overlap.CommOverlapConfig attribute) delete_extra_state() (in module bridge.training.checkpointing) delete_raw (bridge.data.builders.hf_dataset.HFDatasetConfig attribute) 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_transformer (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) 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) DirectMapping (class in bridge.models.conversion.param_mapping) disable_adapter() (bridge.peft.base.PEFT method) disable_adapter_layers() (bridge.peft.adapter_wrapper.AdapterWrapper method) (bridge.peft.base.PEFT method) (bridge.peft.lora_layers.LinearAdapter method) (bridge.peft.lora_layers.TELinearAdapter 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) 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.training.config.FinetuningDatasetConfig attribute) (bridge.training.state.TrainState attribute) do_train (bridge.training.state.TrainState attribute) do_valid (bridge.training.state.TrainState attribute) do_validation (bridge.training.config.FinetuningDatasetConfig attribute) DoRA (class in bridge.peft.dora) DoRALinear (class in bridge.peft.dora_layers) download_mode (bridge.data.builders.hf_dataset.HFDatasetConfig attribute) drop_last (bridge.training.config.DataloaderConfig attribute) dropout (bridge.peft.canonical_lora.CanonicalLoRA attribute) (bridge.peft.dora.DoRA attribute) (bridge.peft.lora.LoRA attribute) dropout_position (bridge.peft.canonical_lora.CanonicalLoRA attribute) (bridge.peft.dora.DoRA attribute) (bridge.peft.lora.LoRA attribute) dtype (bridge.diffusion.common.flow_matching.adapters.base.FlowMatchingContext attribute) (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM property) (bridge.models.hf_pretrained.vlm.PreTrainedVLM 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.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) (bridge.peft.lora_layers.LinearAdapter method) (bridge.peft.lora_layers.TELinearAdapter 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_layernorm_sm_margin (bridge.recipes.run_plugins.PerfEnvPlugin attribute) enable_logging (bridge.training.config.NVRxStragglerDetectionConfig attribute) enable_manual_gc (bridge.recipes.run_plugins.PerfEnvPlugin attribute) (bridge.recipes.run_plugins.PerfEnvPluginScriptArgs attribute) enable_megatron_core_experimental (bridge.training.config.DistributedInitConfig attribute) enable_straggler_on_startup (bridge.training.config.StragglerDetectionConfig attribute) enable_vboost (bridge.recipes.run_plugins.PerfEnvPlugin 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) encode_batch() (bridge.data.energon.hf_encoder_task_encoder.HFEncoderVLMTaskEncoder method) (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskEncoder method) 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_encoder_task_encoder.HFEncoderVLMTaskEncoder 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) encode_text() (bridge.models.hf_pretrained.vlm.PreTrainedVLM method) EncodeKwargs (class in bridge.models.hf_pretrained.causal_lm) encoder_num_layers (bridge.models.t5_provider.T5ModelProvider attribute) encoder_patch_size (bridge.data.vlm_datasets.step37_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) EnergonDataloader (class in bridge.data.energon.base_energon_datamodule) EnergonMultiModalDataModule (class in bridge.data.energon.base_energon_datamodule) EnergonProvider (class in bridge.data.energon.energon_provider) energy_monitor (bridge.training.state.GlobalState property) ensure_directory_exists() (in module bridge.training.utils.checkpoint_utils) entity (bridge.recipes.run_plugins.WandbPlugin attribute) (bridge.recipes.run_plugins.WandbPluginScriptArgs attribute) eos_token_id (bridge.models.gemma_vl.gemma3_vl_provider.Gemma3VLModelProvider 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) evaluate() (in module bridge.training.eval) evaluate_and_print_results() (in module bridge.training.eval) events (bridge.training.callbacks.CallbackManager property) exclude_modules (bridge.peft.module_matcher.ModuleMatcher attribute) expand_thw() (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_model_parallel_size (bridge.models.model_provider.ModelParallelKwargs attribute) (bridge.recipes.qwen_vl.qwen3_vl.Qwen3VLCommonKwargs attribute) expert_tensor_parallel_size (bridge.models.megatron_mimo.megatron_mimo_config.ModuleParallelismConfig attribute) (bridge.models.model_provider.ModelParallelKwargs attribute) 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_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_quant() (bridge.models.conversion.auto_bridge.AutoBridge method) export_megatron_mimo_to_hf() (in module bridge.models.megatron_mimo.conversion.orchestrator) 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_and_remove_override() (in module bridge.recipes.utils.dataset_utils) extract_expert_number_from_param() (in module bridge.utils.common_utils) extract_skipped_token_ids() (in module bridge.data.vlm_datasets.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.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.datasets.packing_utils) final_logit_softcapping (bridge.models.gemma.gemma2_provider.Gemma2ModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) finalize() (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider method) (bridge.models.gpt.gpt_builder.GPTModelConfig method) (bridge.models.mamba.mamba_builder.MambaModelConfig method) (bridge.models.mamba.mamba_provider.MambaModelProvider 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.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.DataloaderConfig 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_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._NumpyRestrictedUnpickler method) (bridge.utils.safe_pickle._RestrictedUnpickler method) find_first_bin_that_fits() (in module bridge.diffusion.data.common.sequence_packing_utils) find_pattern_indices() (in module bridge.data.energon.task_encoder_utils) find_vision_id_index() (in module bridge.models.qwen_vl.modelling_qwen3_vl.utils) finetune() (in module bridge.training.finetune) finetuning_train_valid_test_datasets_provider() (in module bridge.data.utils) FinetuningDatasetBuilder (class in bridge.data.builders.finetuning_dataset) FinetuningDatasetConfig (class in bridge.training.config) fire() (bridge.training.callbacks.CallbackManager method) first_fit() (in module bridge.data.datasets.packing_utils) (in module bridge.diffusion.data.common.sequence_packing_utils) first_fit_decreasing() (in module bridge.data.datasets.packing_utils) (in module bridge.diffusion.data.common.sequence_packing_utils) first_fit_shuffle() (in module bridge.data.datasets.packing_utils) first_last_layers_bf16 (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.data.vlm_datasets.step37_flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) flash_decode (bridge.models.gemma.gemma3_provider.Gemma3ModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) Flickr8kSample (class in bridge.data.vlm_datasets.step37_flickr8k.flickr8k_loader) float() (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM method) (bridge.models.hf_pretrained.vlm.PreTrainedVLM 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_config() (in module bridge.diffusion.recipes.flux.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.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.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.gemma.gemma2_provider.Gemma2DotProductAttention method) (bridge.models.gemma.gemma2_provider.Gemma2OutputLayer method) (bridge.models.gemma.gemma2_provider.TERowParallelLinearLayerNorm 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.gemma3_provider.TERowParallelLinearLayerNorm method) (bridge.models.gemma.gemma4_provider.Gemma4OutputLayer method) (bridge.models.gemma.gemma4_provider.Gemma4RotaryEmbedding method) (bridge.models.gemma.gemma4_provider.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.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_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.ministral3.ministral3_provider.MinistralTEDotProductAttention method) (bridge.models.ministral3.modeling_ministral3.Ministral3Model 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.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.lora_layers.TELinearAdapter method) (bridge.peft.utils._All2AllHp2Sp static method) (bridge.peft.utils.GroupedExpertLinearAdapter method) (bridge.peft.utils.ParallelLinearAdapter method) (bridge.training.utils.train_utils.LinearForLastLayer 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.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) 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.Gemma4ModelProvider attribute) (bridge.models.llama_nemotron.llama_nemotron_provider.LlamaNemotronHeterogeneousProvider attribute) (bridge.models.mamba.mamba_provider.MambaModelProvider 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.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.gpt.gpt_builder.GPTModelConfig attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.mamba.mamba_builder.MambaModelConfig attribute) (bridge.models.mamba.mamba_provider.MambaModelProvider 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.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.training.mixed_precision.MixedPrecisionConfig attribute) fp8_param_gather (bridge.training.mixed_precision.MixedPrecisionConfig attribute) fp8_recipe (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.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.ministral3.modeling_ministral3.Ministral3Model method) (bridge.models.nemotron_omni.modeling_nemotron_omni.NemotronOmniModel 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.gemma_vl.gemma3_vl_provider.Gemma3VLModelProvider 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.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) (bridge.recipes.qwen_vl.qwen3_vl.Qwen3VLCommonKwargs 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_sound_encoder (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronOmniModelProvider attribute) freeze_sound_projection (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronOmniModelProvider attribute) freeze_vision_model (bridge.models.ernie_vl.ernie45_vl_provider.Ernie45VLModelProvider attribute) (bridge.models.gemma_vl.gemma3_vl_provider.Gemma3VLModelProvider 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.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) (bridge.recipes.qwen_vl.qwen3_vl.Qwen3VLCommonKwargs attribute) freeze_vision_projection (bridge.models.ernie_vl.ernie45_vl_provider.Ernie45VLModelProvider attribute) (bridge.models.gemma_vl.gemma3_vl_provider.Gemma3VLModelProvider 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.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) (bridge.recipes.qwen_vl.qwen3_vl.Qwen3VLCommonKwargs 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_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.vlm.PreTrainedVLM 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_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) 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.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.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.mamba.mamba_provider.MambaModelProvider 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) GatedMLPMapping (class in bridge.models.conversion.param_mapping) 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) 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_config() (in module bridge.recipes.gemma.gemma2) gemma2_27b_pretrain_config() (in module bridge.recipes.gemma.gemma2) gemma2_27b_sft_config() (in module bridge.recipes.gemma.gemma2) gemma2_2b_peft_config() (in module bridge.recipes.gemma.gemma2) gemma2_2b_pretrain_config() (in module bridge.recipes.gemma.gemma2) gemma2_2b_sft_config() (in module bridge.recipes.gemma.gemma2) gemma2_9b_peft_config() (in module bridge.recipes.gemma.gemma2) gemma2_9b_pretrain_config() (in module bridge.recipes.gemma.gemma2) gemma2_9b_sft_config() (in module bridge.recipes.gemma.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) Gemma2ModelProvider (class in bridge.models.gemma.gemma2_provider) Gemma2OutputLayer (class in bridge.models.gemma.gemma2_provider) gemma3_1b_peft_config() (in module bridge.recipes.gemma.gemma3) gemma3_1b_pretrain_config() (in module bridge.recipes.gemma.gemma3) gemma3_1b_sft_config() (in module bridge.recipes.gemma.gemma3) gemma3_layer_spec() (in module bridge.models.gemma.gemma3_provider) gemma3_vl_12b_peft_config() (in module bridge.recipes.gemma3_vl.gemma3_vl) gemma3_vl_12b_sft_config() (in module bridge.recipes.gemma3_vl.gemma3_vl) gemma3_vl_27b_peft_config() (in module bridge.recipes.gemma3_vl.gemma3_vl) gemma3_vl_27b_sft_config() (in module bridge.recipes.gemma3_vl.gemma3_vl) gemma3_vl_4b_peft_config() (in module bridge.recipes.gemma3_vl.gemma3_vl) gemma3_vl_4b_sft_config() (in module bridge.recipes.gemma3_vl.gemma3_vl) 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_vl_26b_peft_config() (in module bridge.recipes.gemma4_vl.gemma4_vl) gemma4_vl_26b_sft_config() (in module bridge.recipes.gemma4_vl.gemma4_vl) gemma4_vl_collate_fn (in module bridge.data.vlm_datasets.collate) Gemma4Bridge (class in bridge.models.gemma.gemma4_bridge) Gemma4ModelProvider (class in bridge.models.gemma.gemma4_provider) Gemma4MoELayer (class in bridge.models.gemma.gemma4_provider) Gemma4OutputLayer (class in bridge.models.gemma.gemma4_provider) Gemma4RotaryEmbedding (class in bridge.models.gemma.gemma4_provider) Gemma4SelfAttention (class in bridge.models.gemma.gemma4_provider) Gemma4TEDotProductAttention (class in bridge.models.gemma.gemma4_provider) Gemma4TopKRouter (class in bridge.models.gemma.gemma4_provider) Gemma4TransformerLayer (class in bridge.models.gemma.gemma4_provider) 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.vlm_datasets.token_utils) GEMMA_TOKENS (in module bridge.data.vlm_datasets.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.hf_pretrained.vlm.PreTrainedVLM 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_dllm() (in module bridge.diffusion.models.nemotron_labs_diffusion.inference_nemotron_labs_diffusion) generate_pipeline_layout() (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.hf_pretrained.vlm.PreTrainedVLM 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.data.vlm_datasets.step37_flickr8k.samplers.LoopedSequentialSampler method) (bridge.data.vlm_datasets.step37_flickr8k.samplers.LoopedShuffleSampler method) (bridge.data.vlm_datasets.step37_flickr8k.samplers.WeightedRandomSampler method) (bridge.models.hf_pretrained.state.StateDict 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.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.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_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_data_parallel_size() (bridge.training.config.ConfigContainer method) get_dataset_provider() (in module bridge.data.utils) get_dataset_root() (in module bridge.data.datasets.sft) get_decoder() (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2ForCausalLM method) get_default_falconh1_stack_spec() (in module bridge.models.falcon_h1.falconh1_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_flickr8k_dataset_file() (in module bridge.data.vlm_datasets.step37_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_gpt_full_te_layer_autocast_spec() (in module bridge.models.gpt_full_te_layer_autocast_spec) 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.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_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_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() (in module bridge.models.model_provider) get_model_bridge() (in module bridge.models.conversion.model_bridge) 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.models.nemotron_labs_diffusion.inference_nemotron_labs_diffusion) get_output_embeddings() (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2ForCausalLM method) get_packed_seq_params() (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.data.vlm_datasets.step37_flickr8k.pack_transform) 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.gemma4_provider.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.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.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.datasets.packing_utils) 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_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.models.nemotron_labs_diffusion.inference_nemotron_labs_diffusion) get_vboost_srun_cmd() (bridge.recipes.run_plugins.PerfEnvPlugin method) get_video_features() (bridge.models.qwen_omni.modeling_qwen3_omni.thinker_model.Qwen3OmniThinkerModel method) get_vision_cp_data() (in module bridge.models.qwen_vl.modelling_qwen3_vl.utils) get_vision_model_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) GetModelKwargs (class in bridge.models.model_provider) glm45_355b_peft_config() (in module bridge.recipes.glm.glm45) glm45_355b_pretrain_config() (in module bridge.recipes.glm.glm45) glm45_355b_sft_config() (in module bridge.recipes.glm.glm45) glm45_air_106b_peft_config() (in module bridge.recipes.glm.glm45) glm45_air_106b_pretrain_config() (in module bridge.recipes.glm.glm45) glm45_air_106b_sft_config() (in module bridge.recipes.glm.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_collate_fn() (in module bridge.data.vlm_datasets.collate) GLM5Bridge (class in bridge.models.glm_moe_dsa.glm5_bridge) glm_45v_peft_config() (in module bridge.recipes.glm_vl.glm_45v) glm_45v_sft_config() (in module bridge.recipes.glm_vl.glm_45v) glob() (bridge.models.hf_pretrained.state.StateDict method) 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.data.energon.energon_provider.EnergonProvider 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.recipes.qwen_vl.qwen3_vl.Qwen3VLCommonKwargs attribute) global_data_keys (bridge.data.vlm_datasets.step37_flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) global_head_dim (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider 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) GlobalState (class in bridge.training.state) gpt3_175b_pretrain_config() (in module bridge.recipes.gpt.gpt3_175b) gpt_oss_120b_peft_config() (in module bridge.recipes.gpt_oss.gpt_oss) gpt_oss_120b_pretrain_config() (in module bridge.recipes.gpt_oss.gpt_oss) gpt_oss_120b_sft_config() (in module bridge.recipes.gpt_oss.gpt_oss) gpt_oss_20b_peft_config() (in module bridge.recipes.gpt_oss.gpt_oss) gpt_oss_20b_peft_fp8_current_scaling_config() (in module bridge.recipes.gpt_oss.gpt_oss) gpt_oss_20b_peft_mxfp8_config() (in module bridge.recipes.gpt_oss.gpt_oss) gpt_oss_20b_pretrain_config() (in module bridge.recipes.gpt_oss.gpt_oss) gpt_oss_20b_pretrain_fp8_current_scaling_config() (in module bridge.recipes.gpt_oss.gpt_oss) gpt_oss_20b_pretrain_mxfp8_config() (in module bridge.recipes.gpt_oss.gpt_oss) gpt_oss_20b_sft_config() (in module bridge.recipes.gpt_oss.gpt_oss) gpt_oss_20b_sft_fp8_current_scaling_config() (in module bridge.recipes.gpt_oss.gpt_oss) gpt_oss_20b_sft_mxfp8_config() (in module bridge.recipes.gpt_oss.gpt_oss) gpt_oss_20b_sft_openmathinstruct2_thinking_packed_config() (in module bridge.recipes.gpt_oss.gpt_oss) 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.sft) GPTSFTDataset (class in bridge.data.datasets.sft) GPTSFTPackedDataset (class in bridge.data.datasets.sft) GPTSFTPackedParquetDataset (class in bridge.data.datasets.packed_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) gpu_sm100_or_newer (bridge.recipes.run_plugins.PerfEnvPlugin 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.gpt_provider.GPTModelProvider attribute) (bridge.models.mamba.mamba_provider.MambaModelProvider 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) 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.vlm.PreTrainedVLM 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_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) has_modelopt_state() (in module bridge.training.post_training.checkpointing) has_sound (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronOmniModelProvider attribute) HasBool (class in bridge.peft.walk_utils) HAVE_TE (in module bridge.models.gemma.gemma4_provider) (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_to_provider_kwargs() (bridge.models.conversion.model_bridge.MegatronModelBridge method) hf_data_files (bridge.data.megatron_mimo.hf_provider.HFMegatronMIMODatasetProvider attribute) hf_dataset_name (bridge.data.megatron_mimo.hf_provider.HFMegatronMIMODatasetProvider attribute) hf_dataset_path (bridge.data.megatron_mimo.hf_provider.HFMegatronMIMODatasetProvider attribute) hf_filter_lambda (bridge.data.builders.hf_dataset.HFDatasetConfig attribute) hf_filter_lambda_kwargs (bridge.data.builders.hf_dataset.HFDatasetConfig attribute) hf_kwargs (bridge.data.builders.hf_dataset.HFDatasetConfig attribute) hf_model_id (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.mamba.mamba_provider.MambaModelProvider attribute) hf_model_path (bridge.models.kimi_vl.kimi_k25_vl_provider.KimiK25VLModelProvider attribute) (bridge.recipes.qwen_vl.qwen25_vl_dataset.MockQwen25VLDatasetProvider attribute) hf_path (bridge.recipes.qwen_vl.qwen3_vl.Qwen3VLCommonKwargs attribute) hf_processor_path (bridge.data.vlm_datasets.hf_provider.HFDatasetConversationProvider attribute) (bridge.data.vlm_datasets.mock_provider.MockVLMConversationProvider attribute) (bridge.data.vlm_datasets.preloaded_provider.PreloadedVLMConversationProvider attribute) hf_text_config (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) 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_train_valid_test_datasets_provider() (in module bridge.data.utils) HFDatasetBuilder (class in bridge.data.builders.hf_dataset) HFDatasetConfig (class in bridge.data.builders.hf_dataset) HFDatasetConversationProvider (class in bridge.data.vlm_datasets.hf_provider) HFEncoderTaskBatch (class in bridge.data.energon.hf_encoder_task_encoder) HFEncoderTaskSample (class in bridge.data.energon.hf_encoder_task_encoder) HFEncoderVLMTaskEncoder (class in bridge.data.energon.hf_encoder_task_encoder) HFMegatronMIMODatasetProvider (class in bridge.data.megatron_mimo.hf_provider) HFPreTrained (in module bridge.models.conversion.model_bridge) (in module bridge.models.conversion.quant_bridge) 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.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.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.mamba.mamba_provider.MambaModelProvider 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_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) 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.mamba.mamba_builder.MambaModelConfig attribute) (bridge.models.mamba.mamba_provider.MambaModelProvider attribute) hybrid_layer_pattern (bridge.models.mamba.mamba_builder.MambaModelConfig attribute) (bridge.models.mamba.mamba_provider.MambaModelProvider attribute) (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) hybrid_mlp_ratio (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.mamba.mamba_builder.MambaModelConfig attribute) (bridge.models.mamba.mamba_provider.MambaModelProvider attribute) hybrid_override_pattern (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.mamba.mamba_builder.MambaModelConfig attribute) (bridge.models.mamba.mamba_provider.MambaModelProvider attribute) hysteresis (bridge.training.mixed_precision.MixedPrecisionConfig attribute) 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.data.vlm_datasets.step37_flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) IMAGE_END_TOKEN (in module bridge.data.vlm_datasets.step37_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_folder (bridge.data.vlm_datasets.preloaded_provider.PreloadedVLMConversationProvider attribute) image_grid_thw (bridge.training.utils.visual_inputs.GenericVisualInputs attribute) (bridge.training.utils.visual_inputs.Qwen2_5_VLVisualInputs 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.data.vlm_datasets.step37_flickr8k.multimodal_utils) image_path (bridge.data.vlm_datasets.step37_flickr8k.flickr8k_loader.Flickr8kSample attribute) image_placeholder (bridge.data.vlm_datasets.step37_flickr8k.template.Step37MultimodalTemplate attribute) IMAGE_PLACEHOLDER (in module bridge.data.vlm_datasets.step37_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.data.energon.energon_provider.EnergonProvider attribute) (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM property) (bridge.models.hf_pretrained.vlm.PreTrainedVLM property) image_size (bridge.data.vlm_datasets.mock_provider.MockVLMConversationProvider attribute) (bridge.data.vlm_datasets.step37_flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) (bridge.diffusion.data.common.diffusion_sample.DiffusionSample attribute) (bridge.models.gemma_vl.modeling_gemma3_vl.Gemma3VLMultimodalProjectorConfig 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.data.vlm_datasets.step37_flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) IMAGE_START_TOKEN (in module bridge.data.vlm_datasets.step37_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.data.vlm_datasets.step37_flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) IMAGE_TOKEN (in module bridge.data.vlm_datasets.step37_flickr8k.template) image_token_count (bridge.data.vlm_datasets.step37_flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) IMAGE_TOKEN_COUNT (in module bridge.data.vlm_datasets.step37_flickr8k.template) image_token_id (bridge.models.ernie_vl.ernie45_vl_provider.Ernie45VLModelProvider attribute) (bridge.models.gemma_vl.gemma3_vl_provider.Gemma3VLModelProvider 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.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.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.data.vlm_datasets.step37_flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronVLModelProvider attribute) imgs (bridge.data.energon.task_encoder_utils.ChatMLSample attribute) imgs_sizes (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskBatch attribute) (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskSample 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_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.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) index_for_timestep() (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.FlowMatchEulerDiscreteScheduler method) infer_mode_from_dataset() (in module bridge.recipes.utils.dataset_utils) 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) InferenceLossReturn (in module bridge.training.forward_step_func_types) 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.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 (bridge.data.builders.hf_dataset.ProcessExampleOutput attribute) input_features (bridge.training.utils.visual_inputs.Qwen2AudioInputs attribute) input_ids (bridge.data.energon.hf_encoder_task_encoder.HFEncoderTaskBatch attribute) (bridge.data.energon.hf_encoder_task_encoder.HFEncoderTaskSample attribute) (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskBatch attribute) (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskSample 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_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) 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_expert (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.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_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_mxfp4_e2m1_scale_geometry() (in module bridge.models.conversion.quantization_utils) is_packed_parquet_file() (in module bridge.data.datasets.packed_parquet) is_packed_parquet_spec() (in module bridge.data.datasets.packed_parquet) 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_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) items() (bridge.models.hf_pretrained.state.StateDict 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.vlm_datasets.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) keep_mtp_spec_in_bf16 (bridge.models.mamba.mamba_provider.MambaModelProvider 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_k25_vl_collate_fn() (in module bridge.data.vlm_datasets.collate) kimi_k25_vl_sft_config() (in module bridge.recipes.kimi_vl.kimi_k25_vl) 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) kv_channels (bridge.models.gemma.gemma2_provider.Gemma2ModelProvider 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) kwargs (bridge.models.hf_pretrained.vlm.PreTrainedVLM property) L labels (bridge.data.energon.hf_encoder_task_encoder.HFEncoderTaskBatch attribute) (bridge.data.energon.hf_encoder_task_encoder.HFEncoderTaskSample attribute) (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskBatch attribute) (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskSample attribute) language_config (bridge.models.megatron_mimo.llava_provider.LlavaMegatronMIMOProvider attribute) language_max_sequence_length (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) layer_types (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.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.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.mamba.mamba_provider.MambaModelProvider 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_sm_margin (bridge.recipes.run_plugins.PerfEnvPlugin 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) 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.qwen_vl.modelling_qwen3_vl.utils.PatchMergerSubmodules attribute) linear_fc2 (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.training.utils.train_utils) 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) llama2_7b_pretrain_config() (in module bridge.recipes.llama.llama2) llama31_405b_peft_config() (in module bridge.recipes.llama.llama3) llama31_405b_pretrain_config() (in module bridge.recipes.llama.llama3) llama31_405b_pretrain_deterministic_config() (in module bridge.recipes.llama.llama3) llama31_405b_sft_config() (in module bridge.recipes.llama.llama3) llama31_70b_peft_config() (in module bridge.recipes.llama.llama3) llama31_70b_pretrain_config() (in module bridge.recipes.llama.llama3) llama31_70b_sft_config() (in module bridge.recipes.llama.llama3) llama31_8b_peft_config() (in module bridge.recipes.llama.llama3) llama31_8b_pretrain_config() (in module bridge.recipes.llama.llama3) llama31_8b_sft_config() (in module bridge.recipes.llama.llama3) llama32_1b_peft_config() (in module bridge.recipes.llama.llama3) llama32_1b_pretrain_config() (in module bridge.recipes.llama.llama3) llama32_1b_sft_config() (in module bridge.recipes.llama.llama3) llama32_3b_peft_config() (in module bridge.recipes.llama.llama3) llama32_3b_pretrain_config() (in module bridge.recipes.llama.llama3) llama32_3b_sft_config() (in module bridge.recipes.llama.llama3) llama3_70b_16k_pretrain_config() (in module bridge.recipes.llama.llama3) llama3_70b_64k_pretrain_config() (in module bridge.recipes.llama.llama3) llama3_70b_peft_config() (in module bridge.recipes.llama.llama3) llama3_70b_pretrain_config() (in module bridge.recipes.llama.llama3) llama3_70b_pretrain_deterministic_config() (in module bridge.recipes.llama.llama3) llama3_70b_sft_config() (in module bridge.recipes.llama.llama3) llama3_8b_128k_pretrain_config() (in module bridge.recipes.llama.llama3) llama3_8b_16k_pretrain_config() (in module bridge.recipes.llama.llama3) llama3_8b_64k_pretrain_config() (in module bridge.recipes.llama.llama3) llama3_8b_low_precision_pretrain_config() (in module bridge.recipes.llama.llama3) llama3_8b_peft_config() (in module bridge.recipes.llama.llama3) llama3_8b_pretrain_config() (in module bridge.recipes.llama.llama3) llama3_8b_sft_config() (in module bridge.recipes.llama.llama3) Llama4SelfAttention (class in bridge.models.llama.llama4_utils) LLAMA_TOKENS (in module bridge.data.vlm_datasets.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.vlm_datasets.token_utils) LlavaMegatronMIMOProvider (class in bridge.models.megatron_mimo.llava_provider) LLM_FINETUNE_PRESETS (in module bridge.recipes.utils.dataset_utils) lm_head_multiplier (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) load() (bridge.training.checkpointing.CheckpointManager method) (bridge.training.checkpointing.DefaultCheckpointManager method) 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_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_weights() (bridge.models.conversion.auto_bridge.AutoBridge method) (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge method) load_images() (in module bridge.data.vlm_datasets.step37_flickr8k.preprocess) 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.data.vlm_datasets.step37_flickr8k.samplers.LoopedSequentialSampler method) (bridge.data.vlm_datasets.step37_flickr8k.samplers.LoopedShuffleSampler method) (bridge.data.vlm_datasets.step37_flickr8k.samplers.WeightedRandomSampler method) (bridge.diffusion.data.common.diffusion_energon_datamodule.DiffusionDataModule 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_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) 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.finetuning_dataset) (in module bridge.data.builders.hf_dataset) (in module bridge.data.datasets.fim_dataset) (in module bridge.data.datasets.packed_parquet) (in module bridge.data.datasets.packed_sequence) (in module bridge.data.datasets.packing_utils) (in module bridge.data.datasets.sft) (in module bridge.data.datasets.utils) (in module bridge.data.energon.base_energon_datamodule) (in module bridge.data.energon.nemotron_omni_task_encoder) (in module bridge.data.vlm_datasets.step37_flickr8k.preprocess) (in module bridge.data.vlm_datasets.step37_flickr8k.template) (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.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.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.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.mamba.mamba_builder) (in module bridge.models.mamba.mamba_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.nemotronh.nemotron_h_bridge) (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.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.utils) (in module bridge.recipes.run_plugins) (in module bridge.recipes.utils.dataset_utils) (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.model_load_save) (in module bridge.training.nemotron_omni_step) (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.training.vlm_step) (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_softcapping() (in module bridge.models.gemma.gemma2_provider) logits (bridge.models.bailing.modeling_bailing_moe_v2.MoEV2CausalLMOutputWithPast attribute) LoopedSequentialSampler (class in bridge.data.vlm_datasets.step37_flickr8k.samplers) LoopedShuffleSampler (class in bridge.data.vlm_datasets.step37_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) lora_B_init_method (bridge.peft.canonical_lora.CanonicalLoRA attribute) (bridge.peft.dora.DoRA attribute) (bridge.peft.lora.LoRA attribute) lora_dtype (bridge.peft.lora.LoRA 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) 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.energon.hf_encoder_task_encoder.HFEncoderTaskBatch attribute) (bridge.data.energon.hf_encoder_task_encoder.HFEncoderTaskSample attribute) (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskBatch attribute) (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskSample attribute) (bridge.diffusion.data.common.diffusion_sample.DiffusionSample 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) lr (bridge.recipes.qwen_vl.qwen3_vl.Qwen3VLCommonKwargs attribute) lr_decay_iters (bridge.recipes.qwen_vl.qwen3_vl.Qwen3VLCommonKwargs attribute) lr_warmup_iters (bridge.recipes.qwen_vl.qwen3_vl.Qwen3VLCommonKwargs attribute) M main_input_name (bridge.models.qwen3_asr.hf_qwen3_asr.modeling_qwen3_asr.Qwen3ASRAudioEncoder attribute) MAJOR (in module bridge.package_info) make_cord_v2_dataset() (in module bridge.data.vlm_datasets.hf_dataset_makers) make_cv17_dataset() (in module bridge.data.vlm_datasets.hf_dataset_makers) make_data_iterator_list() (in module bridge.data.iterator_utils) make_default_audio_dataset() (in module bridge.data.vlm_datasets.hf_dataset_makers) make_llava_video_178k_dataset() (in module bridge.data.vlm_datasets.hf_dataset_makers) make_medpix_dataset() (in module bridge.data.vlm_datasets.hf_dataset_makers) make_raven_dataset() (in module bridge.data.vlm_datasets.hf_dataset_makers) make_rdr_dataset() (in module bridge.data.vlm_datasets.hf_dataset_makers) make_route_local_bridge() (in module bridge.models.megatron_mimo.conversion.orchestrator) make_valor32k_avqa_dataset() (in module bridge.data.vlm_datasets.hf_dataset_makers) 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.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.gpt.gpt_builder.GPTModelConfig attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.mamba.mamba_builder.MambaModelConfig attribute) (bridge.models.mamba.mamba_provider.MambaModelProvider 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) (bridge.models.t5_provider.T5ModelProvider attribute) (bridge.training.tokenizers.config.TokenizerConfig attribute) make_vocab_size_divisible_by() (bridge.models.conversion.model_bridge.MegatronModelBridge method) maker_kwargs (bridge.data.vlm_datasets.hf_provider.HFDatasetConversationProvider attribute) maker_name (bridge.data.vlm_datasets.hf_provider.HFDatasetConversationProvider attribute) mamba_head_dim (bridge.models.nemotron_vl.nemotron_vl_provider.NemotronVLModelProvider attribute) mamba_num_groups (bridge.models.mamba.mamba_provider.MambaModelProvider 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) manual_gc_interval (bridge.recipes.run_plugins.PerfEnvPlugin attribute) (bridge.recipes.run_plugins.PerfEnvPluginScriptArgs attribute) 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.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.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.kimi.kimi_bridge.KimiK2Bridge 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.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_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.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.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.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_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) (bridge.models.t5_provider.T5ModelProvider attribute) match() (bridge.peft.module_matcher.ModuleMatcher method) materialize_adapter_weights() (bridge.models.conversion.peft_bridge.MegatronPeftBridge method) MAX_AREA_CONFIGS (in module bridge.diffusion.models.wan.inference) 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.recipes.qwen_vl.qwen3_vl.QwenVLEnergonProvider attribute) max_num_images (bridge.recipes.qwen_vl.qwen3_vl.QwenVLEnergonProvider attribute) max_packing_seqlen (bridge.data.vlm_datasets.step37_flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) max_pixels (bridge.recipes.qwen_vl.qwen3_vl.QwenVLEnergonProvider attribute) max_position_embeddings (bridge.models.t5_provider.T5ModelProvider attribute) max_rank_faults (bridge.training.config.InProcessRestartConfig attribute) max_seqlen (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskBatch attribute) max_train_samples (bridge.training.config.FinetuningDatasetConfig attribute) max_vision_cuda_graph_seq_length (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) max_visual_tokens (bridge.recipes.qwen_vl.qwen3_vl.QwenVLEnergonProvider 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_inject_state() (in module bridge.training.utils.train_utils) 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.gemma_vl.gemma4_vl_bridge.Gemma4VLBridge method) (bridge.models.kimi_vl.kimi_k25_vl_bridge.KimiK25VLBridge method) (bridge.models.mimo.mimo_bridge.MimoBridge 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.gemma_vl.gemma4_vl_bridge.Gemma4VLBridge method) (bridge.models.gpt_oss.gpt_oss_bridge.GPTOSSBridge 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) 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) 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.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.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.nemotronh.nemotron_h_bridge.NemotronHBridge class method) (bridge.models.qwen.qwen3_moe_bridge.Qwen3MoEBridge 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.training.config.FinetuningDatasetConfig attribute) memory_bytes (bridge.training.utils.theoretical_memory_utils.MemoryComponentEstimate attribute) 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.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.energon.energon_provider.EnergonProvider 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.recipes.qwen_vl.qwen3_vl.Qwen3VLCommonKwargs attribute) mimo_source_prefixes (bridge.models.conversion.model_bridge.MegatronModelBridge attribute) (bridge.models.qwen_vl.qwen35_vl_bridge.Qwen35VLBridge 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_lr (bridge.recipes.qwen_vl.qwen3_vl.Qwen3VLCommonKwargs attribute) min_pixels (bridge.recipes.qwen_vl.qwen3_vl.QwenVLEnergonProvider attribute) minimax_m2_layer_spec() (in module bridge.models.minimax_m2.minimax_m2_provider) MiniMaxM2Bridge (class in bridge.models.minimax_m2.minimax_m2_bridge) ministral3_14b_peft_config() (in module bridge.recipes.ministral3.ministral3) ministral3_14b_sft_config() (in module bridge.recipes.ministral3.ministral3) ministral3_3b_peft_config() (in module bridge.recipes.ministral3.ministral3) ministral3_3b_sft_config() (in module bridge.recipes.ministral3.ministral3) ministral3_8b_peft_config() (in module bridge.recipes.ministral3.ministral3) ministral3_8b_sft_config() (in module bridge.recipes.ministral3.ministral3) ministral3_collate_fn() (in module bridge.data.vlm_datasets.collate) 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.data.vlm_datasets.collate) 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.data.vlm_datasets.step37_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) 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 (bridge.recipes.qwen_vl.qwen3_vl.Qwen3VLCommonKwargs attribute) mock_batch() (in module bridge.diffusion.data.wan.wan_mock_datamodule) 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) MockVLMConversationProvider (class in bridge.data.vlm_datasets.mock_provider) 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_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.vlm.PreTrainedVLM 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_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.vlm.PreTrainedVLM property) 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) ModelHook (in module bridge.peft.utils) (in module bridge.training.utils.train_utils) ModelList (in module bridge.peft.utils) (in module bridge.training.utils.train_utils) 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.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.builders bridge.data.builders.finetuning_dataset bridge.data.builders.hf_dataset bridge.data.datasets bridge.data.datasets.fim_dataset bridge.data.datasets.packed_parquet bridge.data.datasets.packed_sequence bridge.data.datasets.packing_utils bridge.data.datasets.sft bridge.data.datasets.utils bridge.data.energon bridge.data.energon.base_energon_datamodule bridge.data.energon.energon_provider bridge.data.energon.hf_encoder_task_encoder bridge.data.energon.metadata bridge.data.energon.nemotron_omni_task_encoder bridge.data.energon.task_encoder_utils bridge.data.finetuning bridge.data.hf_processors bridge.data.hf_processors.gsm8k bridge.data.hf_processors.openmathinstruct2 bridge.data.hf_processors.squad 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.samplers bridge.data.utils bridge.data.vlm_datasets bridge.data.vlm_datasets.collate bridge.data.vlm_datasets.conversation_dataset bridge.data.vlm_datasets.hf_dataset_makers bridge.data.vlm_datasets.hf_provider bridge.data.vlm_datasets.mock_provider bridge.data.vlm_datasets.preloaded_provider bridge.data.vlm_datasets.step37_flickr8k bridge.data.vlm_datasets.step37_flickr8k.flickr8k_loader bridge.data.vlm_datasets.step37_flickr8k.multimodal_utils bridge.data.vlm_datasets.step37_flickr8k.pack_transform bridge.data.vlm_datasets.step37_flickr8k.packed_dataloader bridge.data.vlm_datasets.step37_flickr8k.packing bridge.data.vlm_datasets.step37_flickr8k.preprocess bridge.data.vlm_datasets.step37_flickr8k.provider bridge.data.vlm_datasets.step37_flickr8k.samplers bridge.data.vlm_datasets.step37_flickr8k.template bridge.data.vlm_datasets.token_utils 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.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.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.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.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.unimodal bridge.models.config bridge.models.conversion bridge.models.conversion.auto_bridge 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bridge.models.qwen_audio.qwen2_audio_provider bridge.models.qwen_omni 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.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.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 bridge.models.sarvam bridge.models.sarvam.common bridge.models.sarvam.sarvam_mla_bridge bridge.models.sarvam.sarvam_moe_bridge bridge.models.sarvam.sarvam_provider bridge.models.stepfun bridge.models.stepfun.configuration_step35 bridge.models.stepfun.configuration_step37 bridge.models.stepfun.modelling_step37 bridge.models.stepfun.modelling_step37.attention bridge.models.stepfun.modelling_step37.image_insert_embedding bridge.models.stepfun.modelling_step37.model bridge.models.stepfun.modelling_step37.rope bridge.models.stepfun.modelling_step37.text_model bridge.models.stepfun.modelling_step37.transformer_block bridge.models.stepfun.modelling_step37.transformer_config bridge.models.stepfun.modelling_step37.utils bridge.models.stepfun.modelling_step37.vision_model bridge.models.stepfun.step35_bridge bridge.models.stepfun.step35_provider bridge.models.stepfun.step37_bridge bridge.models.stepfun.step37_flickr8k_step bridge.models.stepfun.step37_provider bridge.models.t5_provider bridge.models.transformer_config bridge.package_info bridge.peft bridge.peft.adapter_wrapper bridge.peft.base bridge.peft.canonical_lora bridge.peft.dora bridge.peft.dora_layers bridge.peft.lora bridge.peft.lora_layers bridge.peft.module_matcher bridge.peft.recompute bridge.peft.utils bridge.peft.walk_utils bridge.recipes bridge.recipes.common bridge.recipes.deepseek bridge.recipes.deepseek.deepseek_v2 bridge.recipes.deepseek.deepseek_v3 bridge.recipes.deepseek.deepseek_v4 bridge.recipes.flux bridge.recipes.gemma bridge.recipes.gemma.gemma2 bridge.recipes.gemma.gemma3 bridge.recipes.gemma3_vl bridge.recipes.gemma3_vl.gemma3_vl bridge.recipes.gemma4_vl bridge.recipes.gemma4_vl.gemma4_vl bridge.recipes.glm bridge.recipes.glm.glm45 bridge.recipes.glm_vl bridge.recipes.glm_vl.glm_45v bridge.recipes.gpt bridge.recipes.gpt.gpt3_175b bridge.recipes.gpt.vanilla_gpt bridge.recipes.gpt_oss bridge.recipes.gpt_oss.gpt_oss bridge.recipes.kimi_vl bridge.recipes.kimi_vl.kimi_k25_vl bridge.recipes.llama bridge.recipes.llama.llama2 bridge.recipes.llama.llama3 bridge.recipes.ministral3 bridge.recipes.ministral3.ministral3 bridge.recipes.moonlight bridge.recipes.moonlight.moonlight_16b bridge.recipes.nemotron_omni bridge.recipes.nemotron_omni.nemotron_omni bridge.recipes.nemotron_vl bridge.recipes.nemotron_vl.nemotron_nano_v2_vl bridge.recipes.nemotronh bridge.recipes.nemotronh.nemotron_3_nano bridge.recipes.nemotronh.nemotron_3_super bridge.recipes.nemotronh.nemotron_nano_v2 bridge.recipes.nemotronh.nemotronh bridge.recipes.olmoe bridge.recipes.olmoe.olmoe_7b bridge.recipes.qwen bridge.recipes.qwen.qwen2 bridge.recipes.qwen.qwen3 bridge.recipes.qwen.qwen3_moe bridge.recipes.qwen.qwen3_next bridge.recipes.qwen2_audio bridge.recipes.qwen2_audio.qwen2_audio bridge.recipes.qwen_omni bridge.recipes.qwen_omni.qwen3_omni bridge.recipes.qwen_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.step35 bridge.recipes.stepfun.step37 bridge.recipes.utils bridge.recipes.utils.dataset_utils bridge.recipes.utils.determinism_utils bridge.recipes.utils.finetune_utils bridge.recipes.utils.optimizer_utils bridge.recipes.utils.tokenizer_utils bridge.recipes.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.gpt_step 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.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.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.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_ffn_hidden_size (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_flex_dispatcher_backend (bridge.recipes.qwen_vl.qwen3_vl.Qwen3VLCommonKwargs attribute) (bridge.recipes.run_plugins.PerfEnvPlugin attribute) moe_grouped_gemm (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.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.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.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_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.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.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.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.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_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.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.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.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.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) 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_config() (in module bridge.recipes.moonlight.moonlight_16b) moonlight_16b_pretrain_config() (in module bridge.recipes.moonlight.moonlight_16b) moonlight_16b_sft_config() (in module bridge.recipes.moonlight.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.gpt_builder) (in module bridge.models.gpt_provider) MTP_CONFIG_FIELDS (in module bridge.models.conversion.auto_bridge) mtp_enabled (bridge.models.gpt_provider.GPTModelProvider attribute) mtp_hybrid_override_pattern (bridge.models.mamba.mamba_provider.MambaModelProvider 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.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) mtp_num_layers (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.mamba.mamba_provider.MambaModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLModelProvider attribute) (bridge.models.qwen_vl.qwen35_vl_provider.Qwen35VLMoEModelProvider attribute) multi_latent_attention (bridge.models.sarvam.sarvam_provider.SarvamMLAModelProvider attribute) multicrop_image_placeholder (bridge.data.vlm_datasets.step37_flickr8k.template.Step37MultimodalTemplate attribute) MULTICROP_IMAGE_PLACEHOLDER (in module bridge.data.vlm_datasets.step37_flickr8k.template) multicrop_patch_placeholder (bridge.data.vlm_datasets.step37_flickr8k.template.Step37MultimodalTemplate attribute) MULTICROP_PATCH_PLACEHOLDER (in module bridge.data.vlm_datasets.step37_flickr8k.template) multimodal_attn_impl (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) MultimodalSFTSample (class in bridge.data.vlm_datasets.step37_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 name (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) nccl_pp_comm_chunksize (bridge.recipes.run_plugins.PerfEnvPlugin attribute) needs_global_state_injection() (in module bridge.training.utils.train_utils) NEMO_CACHE_HOME (in module bridge.data.datasets.sft) NEMO_DATASETS_CACHE (in module bridge.data.datasets.sft) NEMO_MODELS_CACHE (in module bridge.data.datasets.sft) nemotron_3_nano_peft_config() (in module bridge.recipes.nemotronh.nemotron_3_nano) nemotron_3_nano_pretrain_config() (in module bridge.recipes.nemotronh.nemotron_3_nano) nemotron_3_nano_sft_config() (in module bridge.recipes.nemotronh.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.nemotron_3_super) nemotron_3_super_peft_config() (in module bridge.recipes.nemotronh.nemotron_3_super) nemotron_3_super_pretrain_config() (in module bridge.recipes.nemotronh.nemotron_3_super) nemotron_3_super_sft_config() (in module bridge.recipes.nemotronh.nemotron_3_super) 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_config() (in module bridge.recipes.nemotronh.nemotron_nano_v2) nemotron_nano_12b_v2_pretrain_config() (in module bridge.recipes.nemotronh.nemotron_nano_v2) nemotron_nano_12b_v2_sft_config() (in module bridge.recipes.nemotronh.nemotron_nano_v2) nemotron_nano_9b_v2_peft_config() (in module bridge.recipes.nemotronh.nemotron_nano_v2) nemotron_nano_9b_v2_pretrain_config() (in module bridge.recipes.nemotronh.nemotron_nano_v2) nemotron_nano_9b_v2_sft_config() (in module bridge.recipes.nemotronh.nemotron_nano_v2) nemotron_nano_v2_vl_12b_peft_config() (in module bridge.recipes.nemotron_vl.nemotron_nano_v2_vl) nemotron_nano_v2_vl_12b_sft_config() (in module bridge.recipes.nemotron_vl.nemotron_nano_v2_vl) nemotron_nano_v2_vl_collate_fn() (in module bridge.data.vlm_datasets.collate) nemotron_omni_collate_fn() (in module bridge.data.vlm_datasets.collate) nemotron_omni_cord_v2_peft_config() (in module bridge.recipes.nemotron_omni.nemotron_omni) nemotron_omni_cord_v2_sft_config() (in module bridge.recipes.nemotron_omni.nemotron_omni) nemotron_omni_valor32k_peft_config() (in module bridge.recipes.nemotron_omni.nemotron_omni) nemotron_omni_valor32k_sft_config() (in module bridge.recipes.nemotron_omni.nemotron_omni) NemotronBridge (class in bridge.models.nemotron.nemotron_bridge) nemotronh_47b_peft_config() (in module bridge.recipes.nemotronh.nemotronh) nemotronh_47b_pretrain_config() (in module bridge.recipes.nemotronh.nemotronh) nemotronh_47b_sft_config() (in module bridge.recipes.nemotronh.nemotronh) nemotronh_4b_peft_config() (in module bridge.recipes.nemotronh.nemotronh) nemotronh_4b_pretrain_config() (in module bridge.recipes.nemotronh.nemotronh) nemotronh_4b_sft_config() (in module bridge.recipes.nemotronh.nemotronh) nemotronh_56b_peft_config() (in module bridge.recipes.nemotronh.nemotronh) nemotronh_56b_pretrain_config() (in module bridge.recipes.nemotronh.nemotronh) nemotronh_56b_sft_config() (in module bridge.recipes.nemotronh.nemotronh) nemotronh_8b_peft_config() (in module bridge.recipes.nemotronh.nemotronh) nemotronh_8b_pretrain_config() (in module bridge.recipes.nemotronh.nemotronh) nemotronh_8b_sft_config() (in module bridge.recipes.nemotronh.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) 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 (class in 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.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.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.llama_nemotron.llama_nemotron_provider.LlamaNemotronHeterogeneousProvider attribute) (bridge.models.mamba.mamba_provider.MambaModelProvider 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_modulate() (bridge.diffusion.models.wan.wan_layer_spec.WanAdaLN method) normalize_moe_lora (bridge.peft.canonical_lora.CanonicalLoRA attribute) (bridge.peft.lora.LoRA attribute) normalized_for_model() (bridge.training.utils.visual_inputs.GenericVisualInputs method) (bridge.training.utils.visual_inputs.Qwen2_5_VLVisualInputs method) (bridge.training.utils.visual_inputs.Qwen2AudioInputs method) 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_vl.modeling_gemma3_vl.Gemma3VLMultimodalProjectorConfig attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.mamba.mamba_provider.MambaModelProvider 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_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.data.vlm_datasets.step37_flickr8k.packing.PackingResult 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.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskSample attribute) (bridge.diffusion.data.common.diffusion_sample.DiffusionSample attribute) num_global_key_value_heads (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) num_gpu_perf_scores_to_print (bridge.training.config.NVRxStragglerDetectionConfig attribute) num_gpus (bridge.recipes.run_plugins.PerfEnvPlugin attribute) num_image_tiles (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskBatch attribute) (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskSample attribute) num_images (bridge.data.vlm_datasets.mock_provider.MockVLMConversationProvider 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_layers (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) (bridge.models.gemma_vl.modeling_gemma3_vl.Gemma3VLMultimodalProjectorConfig attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.mamba.mamba_provider.MambaModelProvider 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.training.mixed_precision.MixedPrecisionConfig attribute) num_layers_at_start_in_bf16 (bridge.training.mixed_precision.MixedPrecisionConfig attribute) num_layers_in_first_pipeline_stage (bridge.models.model_provider.ModelParallelKwargs attribute) num_layers_in_last_pipeline_stage (bridge.models.model_provider.ModelParallelKwargs attribute) num_moe_experts (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.data.vlm_datasets.step37_flickr8k.packing.PackingResult attribute) num_parameters (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM property) num_parameters() (bridge.models.hf_pretrained.vlm.PreTrainedVLM method) num_patches (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskBatch attribute) (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskSample 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.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.datasets.packed_sequence.PackedSequenceSpecs attribute) num_train_samples (bridge.diffusion.data.flux.flux_mock_datamodule.FluxMockDataModuleConfig attribute) num_workers (bridge.data.energon.energon_provider.EnergonProvider 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.training.config.DataloaderConfig 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 olmoe_7b_peft_config() (in module bridge.recipes.olmoe.olmoe_7b) olmoe_7b_pretrain_config() (in module bridge.recipes.olmoe.olmoe_7b) olmoe_7b_sft_config() (in module bridge.recipes.olmoe.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.vlm.PreTrainedVLM attribute) order (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.FlowMatchEulerDiscreteScheduler attribute) original_answers (bridge.data.builders.hf_dataset.ProcessExampleOutput 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.qwen_vl.modelling_qwen3_vl.transformer_config.Qwen3VLTransformerConfig attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) output (bridge.data.builders.hf_dataset.ProcessExampleOutput attribute) output_attentions (bridge.models.hf_pretrained.causal_lm.GenerateKwargs attribute) 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.data.vlm_datasets.step37_flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) P pack() (in module bridge.data.vlm_datasets.step37_flickr8k.packing) pack_batch_sequences() (in module bridge.training.vlm_step) pack_dist_train_vision_module_output() (in module bridge.models.qwen_vl.modelling_qwen3_vl.utils) pack_metadata (bridge.data.builders.finetuning_dataset.FinetuningDatasetBuilder property) pack_or_pad_batch_sequences() (in module bridge.models.qwen_vl.qwen3_vl_step) pack_samples() (in module bridge.data.vlm_datasets.step37_flickr8k.pack_transform) pack_selected_samples() (bridge.diffusion.data.common.diffusion_task_encoder_with_sp.DiffusionTaskEncoderWithSequencePacking method) pack_sequences_in_batch (bridge.data.energon.energon_provider.EnergonProvider attribute) (bridge.data.vlm_datasets.hf_provider.HFDatasetConversationProvider attribute) (bridge.data.vlm_datasets.mock_provider.MockVLMConversationProvider attribute) (bridge.data.vlm_datasets.preloaded_provider.PreloadedVLMConversationProvider attribute) packed_metadata_path (bridge.data.datasets.packed_sequence.PackedSequenceSpecs attribute) packed_sample_ranges (bridge.data.vlm_datasets.step37_flickr8k.packing.PackingResult attribute) packed_sequence_size (bridge.data.datasets.packed_sequence.PackedSequenceSpecs attribute) packed_sequence_specs (bridge.training.config.FinetuningDatasetConfig attribute) packed_train_data_path (bridge.data.datasets.packed_sequence.PackedSequenceSpecs attribute) packed_val_data_path (bridge.data.datasets.packed_sequence.PackedSequenceSpecs attribute) PackedSequenceSpecs (class in bridge.data.datasets.packed_sequence) PACKING_ALGOS (in module bridge.data.datasets.packing_utils) packing_buffer_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) PackingResult (class in bridge.data.vlm_datasets.step37_flickr8k.packing) pad_cu_seqlens (bridge.data.datasets.packed_sequence.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_seq_to_mult (bridge.data.datasets.packed_sequence.PackedSequenceSpecs attribute) pad_seq_to_mult() (in module bridge.peft.utils) pad_to_max_length (bridge.data.vlm_datasets.mock_provider.MockVLMConversationProvider attribute) (bridge.recipes.qwen_vl.qwen25_vl_dataset.MockQwen25VLDatasetProvider 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.vlm_datasets.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.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.gpt_builder.GPTModelConfig attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.mamba.mamba_builder.MambaModelConfig attribute) (bridge.models.mamba.mamba_provider.MambaModelProvider 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.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.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.llama_nemotron.llama_nemotron_provider.LlamaNemotronHeterogeneousProvider attribute) (bridge.models.mamba.mamba_provider.MambaModelProvider 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) past_key_values (bridge.models.bailing.modeling_bailing_moe_v2.MoEV2CausalLMOutputWithPast attribute) PATCH (in module bridge.package_info) patch_dim (bridge.models.gemma_vl.modeling_gemma3_vl.Gemma3VLMultimodalProjectorConfig attribute) patch_end_token (bridge.data.vlm_datasets.step37_flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) PATCH_END_TOKEN (in module bridge.data.vlm_datasets.step37_flickr8k.template) patch_image_size (bridge.data.vlm_datasets.step37_flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) PATCH_ITEM_TYPE (in module bridge.data.vlm_datasets.step37_flickr8k.multimodal_utils) patch_linear_module() (in module bridge.peft.lora_layers) patch_norm (bridge.models.qwen_vl.modelling_qwen3_vl.utils.PatchMergerSubmodules attribute) patch_size (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) (bridge.models.ernie_vl.modeling_ernie45_vl.vision_transformer_config.ErnieVisionTransformerConfig 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.data.vlm_datasets.step37_flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) PATCH_START_TOKEN (in module bridge.data.vlm_datasets.step37_flickr8k.template) patch_start_token_id (bridge.data.vlm_datasets.step37_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.data.vlm_datasets.step37_flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) PATCH_TOKEN_COUNT (in module bridge.data.vlm_datasets.step37_flickr8k.template) patchify() (in module bridge.diffusion.models.wan.utils) PatchMergerSubmodules (class in bridge.models.qwen_vl.modelling_qwen3_vl.utils) path (bridge.data.energon.energon_provider.EnergonProvider 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) 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) PerfEnvPlugin (class in bridge.recipes.run_plugins) PerfEnvPluginScriptArgs (class in bridge.recipes.run_plugins) persist_layer_norm (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.training.config.DataloaderConfig attribute) pg_collection (bridge.training.checkpointing.CheckpointLoadContext attribute) (bridge.training.checkpointing.CheckpointSaveContext attribute) (bridge.training.config.DatasetBuildContext attribute) (bridge.training.setup.SetupOutput attribute) pg_collections (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOInfra attribute) phi4_mm_collate_fn() (in module bridge.data.vlm_datasets.collate) pil_image_from_base64() (in module bridge.models.nemotron_vl.nemotron_vl_utils) pin_memory (bridge.training.config.DataloaderConfig attribute) pipeline_dtype (bridge.models.model_provider.ModelParallelKwargs attribute) (bridge.training.mixed_precision.MixedPrecisionConfig attribute) pipeline_model_parallel_size (bridge.models.megatron_mimo.megatron_mimo_config.ModuleParallelismConfig attribute) (bridge.models.model_provider.ModelParallelKwargs attribute) (bridge.recipes.qwen_vl.qwen3_vl.Qwen3VLCommonKwargs attribute) PipelineOverlapCfg (class in bridge.training.comm_overlap) pixel_values (bridge.training.utils.visual_inputs.GenericVisualInputs attribute) (bridge.training.utils.visual_inputs.Qwen2_5_VLVisualInputs attribute) pixel_values_videos (bridge.training.utils.visual_inputs.GenericVisualInputs attribute) (bridge.training.utils.visual_inputs.Qwen2_5_VLVisualInputs attribute) pooled_prompt_dim (bridge.diffusion.data.flux.flux_energon_datamodule.FluxDatasetConfig attribute) (bridge.diffusion.data.flux.flux_mock_datamodule.FluxMockDataModuleConfig attribute) 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.nemotron_labs_diffusion.nemotron_labs_diffusion_provider.NemotronLabsDiffusionModelProvider attribute) (bridge.models.ernie_vl.ernie45_vl_provider.Ernie45VLModelProvider 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.gemma.gemma_provider.GemmaModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.gpt.gpt_builder.GPTModelConfig attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.llama_nemotron.llama_nemotron_provider.LlamaNemotronHeterogeneousProvider attribute) (bridge.models.mamba.mamba_builder.MambaModelConfig attribute) (bridge.models.mamba.mamba_provider.MambaModelProvider 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_encoder_task_encoder.HFEncoderTaskBatch attribute) (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskBatch attribute) post_process_prediction() (bridge.diffusion.common.flow_matching.adapters.base.ModelAdapter method) post_wrap_hook (bridge.models.model_provider.GetModelKwargs attribute) (bridge.models.model_provider.ModelProviderMixin property) postprocess() (bridge.models.gemma.gemma4_provider.Gemma4MoELayer 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) (bridge.recipes.run_plugins.PerfEnvPlugin attribute) PRE_RELEASE (in module bridge.package_info) pre_wrap_hook (bridge.models.model_provider.GetModelKwargs attribute) (bridge.models.model_provider.ModelProviderMixin property) precision_config (bridge.recipes.qwen_vl.qwen3_vl.Qwen3VLCommonKwargs attribute) 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.sft) (in module bridge.data.datasets.utils) PreloadedVLMConversationProvider (class in bridge.data.vlm_datasets.preloaded_provider) prepare_data() (bridge.data.builders.finetuning_dataset.FinetuningDatasetBuilder method) (bridge.data.builders.hf_dataset.HFDatasetBuilder method) prepare_finetuning_batch() (in module bridge.data.finetuning) prepare_flickr8k_samples() (in module bridge.data.vlm_datasets.step37_flickr8k.flickr8k_loader) prepare_forward_step_func() (in module bridge.training.utils.train_utils) 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.finetuning_dataset.FinetuningDatasetBuilder method) prepare_packed_sequence_data() (in module bridge.data.datasets.packed_sequence) preprocess_and_split_data() (in module bridge.data.builders.hf_dataset) 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.data.vlm_datasets.step37_flickr8k.preprocess) preprocess_packed_seqs() (in module bridge.models.qwen_vl.modelling_qwen3_vl.utils) 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) PreTrainedVLM (class in bridge.models.hf_pretrained.vlm) 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_example_fn (bridge.data.builders.hf_dataset.HFDatasetConfig attribute) process_gsm8k_example() (in module bridge.data.hf_processors.gsm8k) process_images_and_text() (bridge.models.hf_pretrained.vlm.PreTrainedVLM method) process_openmathinstruct2_example() (in module bridge.data.hf_processors.openmathinstruct2) process_openmathinstruct2_thinking_packed_example() (in module bridge.data.hf_processors.openmathinstruct2) process_squad_example() (in module bridge.data.hf_processors.squad) process_text_batch() (in module bridge.data.vlm_datasets.token_utils) ProcessExampleFn (class in bridge.data.builders.hf_dataset) ProcessExampleOutput (class in bridge.data.builders.hf_dataset) processor (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM property) (bridge.models.hf_pretrained.vlm.PreTrainedVLM 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) projector_bias (bridge.models.stepfun.modelling_step37.transformer_config.Step37TransformerConfig attribute) (bridge.models.stepfun.step37_provider.Step37ModelProvider attribute) prompt (bridge.data.vlm_datasets.mock_provider.MockVLMConversationProvider attribute) (bridge.data.vlm_datasets.step37_flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) (bridge.recipes.qwen_vl.qwen25_vl_dataset.MockQwen25VLDatasetProvider attribute) prompt_seq_len (bridge.diffusion.data.flux.flux_energon_datamodule.FluxDatasetConfig attribute) (bridge.diffusion.data.flux.flux_mock_datamodule.FluxMockDataModuleConfig attribute) 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.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.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.Gemma4VLModelProvider method) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider method) (bridge.models.gpt_provider.GPTModelProvider method) (bridge.models.kimi_vl.kimi_k25_vl_provider.KimiK25VLModelProvider method) (bridge.models.mamba.mamba_provider.MambaModelProvider method) (bridge.models.megatron_mimo.megatron_mimo_provider.MegatronMIMOProvider method) (bridge.models.mimo_v2_flash.mimo_v2_flash_provider.MiMoV2FlashModelProvider method) (bridge.models.ministral3.ministral3_provider.Ministral3ModelProvider method) (bridge.models.model_provider.ModelProviderMixin 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.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.gemma_vl.gemma3_vl_provider.Gemma3VLModelProvider 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.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.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.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.kimi.kimi_bridge.KimiK2Bridge 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.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_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.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.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) 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) 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.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_to_int4() (in module bridge.models.conversion.quantization_utils) query_first_fit() (bridge.data.datasets.packing_utils._SegmentTree method) query_pre_attn_scalar (bridge.models.gemma.gemma2_provider.Gemma2ModelProvider attribute) qwen25_14b_peft_config() (in module bridge.recipes.qwen.qwen2) qwen25_14b_pretrain_config() (in module bridge.recipes.qwen.qwen2) qwen25_14b_sft_config() (in module bridge.recipes.qwen.qwen2) qwen25_1p5b_peft_config() (in module bridge.recipes.qwen.qwen2) qwen25_1p5b_pretrain_config() (in module bridge.recipes.qwen.qwen2) qwen25_1p5b_sft_config() (in module bridge.recipes.qwen.qwen2) qwen25_32b_peft_config() (in module bridge.recipes.qwen.qwen2) qwen25_32b_pretrain_config() (in module bridge.recipes.qwen.qwen2) qwen25_32b_sft_config() (in module bridge.recipes.qwen.qwen2) qwen25_500m_peft_config() (in module bridge.recipes.qwen.qwen2) qwen25_500m_pretrain_config() (in module bridge.recipes.qwen.qwen2) qwen25_500m_sft_config() (in module bridge.recipes.qwen.qwen2) qwen25_72b_peft_config() (in module bridge.recipes.qwen.qwen2) qwen25_72b_pretrain_config() (in module bridge.recipes.qwen.qwen2) qwen25_72b_sft_config() (in module bridge.recipes.qwen.qwen2) qwen25_7b_peft_config() (in module bridge.recipes.qwen.qwen2) qwen25_7b_pretrain_config() (in module bridge.recipes.qwen.qwen2) qwen25_7b_sft_config() (in module bridge.recipes.qwen.qwen2) qwen25_vl_32b_peft_config() (in module bridge.recipes.qwen_vl.qwen25_vl) qwen25_vl_32b_sft_config() (in module bridge.recipes.qwen_vl.qwen25_vl) qwen25_vl_3b_peft_config() (in module bridge.recipes.qwen_vl.qwen25_vl) qwen25_vl_3b_sft_config() (in module bridge.recipes.qwen_vl.qwen25_vl) qwen25_vl_72b_peft_config() (in module bridge.recipes.qwen_vl.qwen25_vl) qwen25_vl_72b_sft_config() (in module bridge.recipes.qwen_vl.qwen25_vl) qwen25_vl_7b_peft_config() (in module bridge.recipes.qwen_vl.qwen25_vl) qwen25_vl_7b_sft_config() (in module bridge.recipes.qwen_vl.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_config() (in module bridge.recipes.qwen.qwen2) qwen2_1p5b_pretrain_config() (in module bridge.recipes.qwen.qwen2) qwen2_1p5b_sft_config() (in module bridge.recipes.qwen.qwen2) qwen2_500m_peft_config() (in module bridge.recipes.qwen.qwen2) qwen2_500m_pretrain_config() (in module bridge.recipes.qwen.qwen2) qwen2_500m_sft_config() (in module bridge.recipes.qwen.qwen2) qwen2_5_collate_fn() (in module bridge.data.vlm_datasets.collate) Qwen2_5_VLVisualInputs (class in bridge.training.utils.visual_inputs) qwen2_72b_peft_config() (in module bridge.recipes.qwen.qwen2) qwen2_72b_pretrain_config() (in module bridge.recipes.qwen.qwen2) qwen2_72b_sft_config() (in module bridge.recipes.qwen.qwen2) qwen2_7b_peft_config() (in module bridge.recipes.qwen.qwen2) qwen2_7b_pretrain_config() (in module bridge.recipes.qwen.qwen2) qwen2_7b_sft_config() (in module bridge.recipes.qwen.qwen2) qwen2_audio_7b_finetune_config() (in module bridge.recipes.qwen2_audio.qwen2_audio) qwen2_audio_collate_fn() (in module bridge.data.vlm_datasets.collate) 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_vl_122b_a10b_peft_config() (in module bridge.recipes.qwen_vl.qwen35_vl) qwen35_vl_122b_a10b_pretrain_mock_config() (in module bridge.recipes.qwen_vl.qwen35_vl) qwen35_vl_122b_a10b_sft_config() (in module bridge.recipes.qwen_vl.qwen35_vl) qwen35_vl_27b_peft_config() (in module bridge.recipes.qwen_vl.qwen35_vl) qwen35_vl_27b_sft_config() (in module bridge.recipes.qwen_vl.qwen35_vl) qwen35_vl_2b_peft_config() (in module bridge.recipes.qwen_vl.qwen35_vl) qwen35_vl_2b_sft_config() (in module bridge.recipes.qwen_vl.qwen35_vl) qwen35_vl_35b_a3b_fsdp_sft_config() (in module bridge.recipes.qwen_vl.qwen35_vl) qwen35_vl_35b_a3b_peft_config() (in module bridge.recipes.qwen_vl.qwen35_vl) qwen35_vl_35b_a3b_pretrain_mock_config() (in module bridge.recipes.qwen_vl.qwen35_vl) qwen35_vl_35b_a3b_sft_config() (in module bridge.recipes.qwen_vl.qwen35_vl) qwen35_vl_397b_a17b_peft_config() (in module bridge.recipes.qwen_vl.qwen35_vl) qwen35_vl_397b_a17b_pretrain_mock_config() (in module bridge.recipes.qwen_vl.qwen35_vl) qwen35_vl_397b_a17b_sft_config() (in module bridge.recipes.qwen_vl.qwen35_vl) qwen35_vl_4b_peft_config() (in module bridge.recipes.qwen_vl.qwen35_vl) qwen35_vl_4b_sft_config() (in module bridge.recipes.qwen_vl.qwen35_vl) qwen35_vl_800m_peft_config() (in module bridge.recipes.qwen_vl.qwen35_vl) qwen35_vl_800m_sft_config() (in module bridge.recipes.qwen_vl.qwen35_vl) qwen35_vl_9b_peft_config() (in module bridge.recipes.qwen_vl.qwen35_vl) qwen35_vl_9b_pretrain_mock_config() (in module bridge.recipes.qwen_vl.qwen35_vl) qwen35_vl_9b_sft_config() (in module bridge.recipes.qwen_vl.qwen35_vl) 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_config() (in module bridge.recipes.qwen.qwen3) qwen3_14b_pretrain_config() (in module bridge.recipes.qwen.qwen3) qwen3_14b_sft_config() (in module bridge.recipes.qwen.qwen3) qwen3_1p7b_peft_config() (in module bridge.recipes.qwen.qwen3) qwen3_1p7b_pretrain_config() (in module bridge.recipes.qwen.qwen3) qwen3_1p7b_sft_config() (in module bridge.recipes.qwen.qwen3) qwen3_235b_a22b_peft_config() (in module bridge.recipes.qwen.qwen3_moe) qwen3_235b_a22b_pretrain_config() (in module bridge.recipes.qwen.qwen3_moe) qwen3_235b_a22b_sft_config() (in module bridge.recipes.qwen.qwen3_moe) qwen3_30b_a3b_peft_config() (in module bridge.recipes.qwen.qwen3_moe) qwen3_30b_a3b_pretrain_config() (in module bridge.recipes.qwen.qwen3_moe) qwen3_30b_a3b_sft_config() (in module bridge.recipes.qwen.qwen3_moe) qwen3_32b_peft_config() (in module bridge.recipes.qwen.qwen3) qwen3_32b_pretrain_config() (in module bridge.recipes.qwen.qwen3) qwen3_32b_sft_config() (in module bridge.recipes.qwen.qwen3) qwen3_4b_peft_config() (in module bridge.recipes.qwen.qwen3) qwen3_4b_pretrain_config() (in module bridge.recipes.qwen.qwen3) qwen3_4b_sft_config() (in module bridge.recipes.qwen.qwen3) qwen3_600m_peft_config() (in module bridge.recipes.qwen.qwen3) qwen3_600m_pretrain_config() (in module bridge.recipes.qwen.qwen3) qwen3_600m_sft_128k_config() (in module bridge.recipes.qwen.qwen3) qwen3_600m_sft_config() (in module bridge.recipes.qwen.qwen3) qwen3_600m_sft_yarn_128k_config() (in module bridge.recipes.qwen.qwen3) qwen3_8b_peft_config() (in module bridge.recipes.qwen.qwen3) qwen3_8b_pretrain_config() (in module bridge.recipes.qwen.qwen3) qwen3_8b_sft_config() (in module bridge.recipes.qwen.qwen3) qwen3_next_80b_a3b_peft_config() (in module bridge.recipes.qwen.qwen3_next) qwen3_next_80b_a3b_pretrain_config() (in module bridge.recipes.qwen.qwen3_next) qwen3_next_80b_a3b_sft_config() (in module bridge.recipes.qwen.qwen3_next) qwen3_omni_30b_a3b_sft_config() (in module bridge.recipes.qwen_omni.qwen3_omni) qwen3_omni_30b_a3b_sft_preloaded_config() (in module bridge.recipes.qwen_omni.qwen3_omni) qwen3_vl_235b_a22b_peft_config() (in module bridge.recipes.qwen_vl.qwen3_vl) qwen3_vl_235b_a22b_pretrain_mock_config() (in module bridge.recipes.qwen_vl.qwen3_vl) qwen3_vl_235b_a22b_sft_config() (in module bridge.recipes.qwen_vl.qwen3_vl) qwen3_vl_30b_a3b_peft_config() (in module bridge.recipes.qwen_vl.qwen3_vl) qwen3_vl_30b_a3b_pretrain_mock_config() (in module bridge.recipes.qwen_vl.qwen3_vl) qwen3_vl_30b_a3b_sft_config() (in module bridge.recipes.qwen_vl.qwen3_vl) qwen3_vl_8b_peft_config() (in module bridge.recipes.qwen_vl.qwen3_vl) qwen3_vl_8b_peft_energon_config() (in module bridge.recipes.qwen_vl.qwen3_vl) qwen3_vl_8b_pretrain_mock_config() (in module bridge.recipes.qwen_vl.qwen3_vl) qwen3_vl_8b_sft_config() (in module bridge.recipes.qwen_vl.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) Qwen3VLCommonKwargs (class in bridge.recipes.qwen_vl.qwen3_vl) 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.vlm_datasets.token_utils) QwenVLEnergonProvider (class in bridge.recipes.qwen_vl.qwen3_vl) 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.NemotronVLModelProvider attribute) rand_name() (in module bridge.diffusion.models.wan.inference.utils) random_seed (bridge.data.megatron_mimo.mock_provider.MockMegatronMIMOProvider attribute) (bridge.data.vlm_datasets.mock_provider.MockVLMConversationProvider 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) 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) regex() (bridge.models.hf_pretrained.state.StateDict method) 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) reorganize_inputs() (in module bridge.models.qwen_vl.modelling_qwen3_vl.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_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.data.vlm_datasets.step37_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_COLUMNS (in module bridge.data.datasets.packed_parquet) 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_for_restart() (bridge.training.state.GlobalState method) reset_parameters() (bridge.models.bailing.modeling_bailing_moe_v2.BailingMoeV2Gate 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.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_packed_parquet_paths() (in module bridge.data.datasets.packed_parquet) 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) restore_modelopt_state (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.mamba.mamba_provider.MambaModelProvider attribute) 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) rewrite (bridge.data.builders.hf_dataset.HFDatasetConfig attribute) RingExchangeOverlapCfg (class in bridge.training.comm_overlap) RMSNorm (class in bridge.diffusion.models.common.normalization) RMSNorm2ZeroCenteredRMSNormMapping (class in bridge.models.conversion.param_mapping) rng (bridge.training.config.ConfigContainer 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.gpt.gpt_builder.GPTModelConfig attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) rope_scaling_factor (bridge.models.gemma.gemma3_provider.Gemma3ModelProvider attribute) (bridge.models.gpt.gpt_builder.GPTModelConfig 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.data.vlm_datasets.step37_flickr8k.multimodal_utils) rot_pos_emb() (bridge.models.ernie_vl.modeling_ernie45_vl.vision_model.ErnieVLVisionModel method) (bridge.models.qwen_vl.modelling_qwen3_vl.vision_model.Qwen3VLVisionModel method) rotary_base (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.gpt_builder.GPTModelConfig attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.mamba.mamba_builder.MambaModelConfig attribute) (bridge.models.mamba.mamba_provider.MambaModelProvider 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.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.gpt.gpt_builder.GPTModelConfig attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.llama_nemotron.llama_nemotron_provider.LlamaNemotronHeterogeneousProvider attribute) (bridge.models.mamba.mamba_builder.MambaModelConfig attribute) (bridge.models.mamba.mamba_provider.MambaModelProvider 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_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) router_logits (bridge.models.bailing.modeling_bailing_moe_v2.MoEV2CausalLMOutputWithPast attribute) routes (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge property) routing() (bridge.models.gemma.gemma4_provider.Gemma4TopKRouter method) 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_REPOS (in module bridge.models.hf_pretrained.utils) safe_serialize() (in module bridge.training.utils.log_utils) safe_shutdown_nvrx_straggler_manager() (in module bridge.training.nvrx_straggler) safe_url_open() (in module bridge.utils.safe_url) SafeTensorsStateSource (class in bridge.models.hf_pretrained.state) sample_abs_posemb() (bridge.models.stepfun.modelling_step37.vision_model.Step37VisionModel method) sample_count (bridge.data.vlm_datasets.step37_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) 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.vlm.PreTrainedVLM 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_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.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.Gemma4VLModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.gpt.gpt_builder.GPTModelConfig attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.kimi_vl.kimi_k25_vl_provider.KimiK25VLModelProvider 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) 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.PerfEnvPlugin attribute) (bridge.recipes.run_plugins.PreemptionPlugin attribute) (bridge.recipes.run_plugins.PyTorchProfilerPlugin attribute) (bridge.recipes.run_plugins.WandbPlugin 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.training.config.FinetuningDatasetConfig attribute) seen_checkpoints_cnt (bridge.training.state.FaultToleranceState attribute) seen_tr_iters_cnt (bridge.training.state.FaultToleranceState attribute) select_samples_to_pack() (bridge.diffusion.data.common.diffusion_task_encoder_with_sp.DiffusionTaskEncoderWithSequencePacking method) separate_video_embedder (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronOmniModelProvider attribute) seq_len_interpolation_factor (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.gpt.gpt_builder.GPTModelConfig attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.mamba.mamba_builder.MambaModelConfig attribute) (bridge.models.mamba.mamba_provider.MambaModelProvider 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.energon.energon_provider.EnergonProvider attribute) (bridge.data.megatron_mimo.hf_provider.HFMegatronMIMODatasetProvider attribute) (bridge.data.megatron_mimo.mock_provider.MockMegatronMIMOProvider attribute) (bridge.data.vlm_datasets.hf_provider.HFDatasetConversationProvider attribute) (bridge.data.vlm_datasets.mock_provider.MockVLMConversationProvider attribute) (bridge.data.vlm_datasets.preloaded_provider.PreloadedVLMConversationProvider attribute) (bridge.data.vlm_datasets.step37_flickr8k.provider.Step37Flickr8kSFTDataProvider 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.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.gemma.gemma_provider.GemmaModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.gpt.gpt_builder.GPTModelConfig attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.mamba.mamba_builder.MambaModelConfig attribute) (bridge.models.mamba.mamba_provider.MambaModelProvider 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.t5_provider.T5ModelProvider attribute) (bridge.recipes.qwen_vl.qwen25_vl_dataset.MockQwen25VLDatasetProvider attribute) (bridge.recipes.qwen_vl.qwen3_vl.Qwen3VLCommonKwargs attribute) (bridge.training.config.FinetuningDatasetConfig attribute) (bridge.training.config.GPTDatasetConfig property) seq_length_dec (bridge.models.t5_provider.T5ModelProvider attribute) seqlen_divisible_by (bridge.data.vlm_datasets.step37_flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) SEQUENCE_LENGTH_128K (in module bridge.recipes.gemma.gemma3) (in module bridge.recipes.llama.llama3) SEQUENCE_LENGTH_16K (in module bridge.recipes.llama.llama3) SEQUENCE_LENGTH_32K (in module bridge.recipes.gemma.gemma3) SEQUENCE_LENGTH_64K (in module bridge.recipes.llama.llama3) sequence_parallel (bridge.models.model_provider.ModelParallelKwargs attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.recipes.qwen_vl.qwen3_vl.Qwen3VLCommonKwargs attribute) set_begin_index() (bridge.diffusion.models.flux.flow_matching.flux_inference_pipeline.FlowMatchEulerDiscreteScheduler 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.deepseek_v3) set_deepseek_v4_pipeline_model_parallel_layout() (in module bridge.recipes.deepseek.deepseek_v4) 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.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.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.ministral3.modeling_ministral3.Ministral3Model 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_params_to_save() (bridge.peft.base.PEFT method) set_process_groups_from_pg_collection() (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_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.PerfEnvPlugin 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) sharded_state_dict() (bridge.diffusion.models.flux.flux_model.Flux method) (bridge.diffusion.models.wan.wan_model.WanModel method) (bridge.models.gemma.gemma4_provider.Gemma4SelfAttention method) (bridge.models.gpt_full_te_layer_autocast_spec.TETransformerLayerAutocast 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.utils.GroupedExpertLinearAdapter method) (bridge.peft.utils.ParallelLinearAdapter method) share_embeddings_and_output_weights (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) (bridge.diffusion.models.wan.wan_provider.WanModelProvider 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.gemma.gemma_provider.GemmaModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.gpt.gpt_builder.GPTModelConfig attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.llama_nemotron.llama_nemotron_provider.LlamaNemotronHeterogeneousProvider attribute) (bridge.models.mamba.mamba_builder.MambaModelConfig attribute) (bridge.models.mamba.mamba_provider.MambaModelProvider 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.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) shared_embedding_or_output_weight() (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) 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.gpt_builder.GPTModelConfig attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.mamba.mamba_builder.MambaModelConfig attribute) (bridge.models.mamba.mamba_provider.MambaModelProvider attribute) (bridge.models.t5_provider.T5ModelProvider attribute) should_profile_rank() (in module bridge.training.profiling) 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) SIZE_CONFIGS (in module bridge.diffusion.models.wan.inference) skip_getting_attention_mask_from_dataset (bridge.data.vlm_datasets.hf_provider.HFDatasetConversationProvider attribute) (bridge.data.vlm_datasets.mock_provider.MockVLMConversationProvider attribute) (bridge.data.vlm_datasets.preloaded_provider.PreloadedVLMConversationProvider attribute) (bridge.data.vlm_datasets.step37_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_test (bridge.data.vlm_datasets.hf_provider.HFDatasetConversationProvider 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) soft_timeout (bridge.training.config.InProcessRestartConfig attribute) softmax_scale (bridge.models.gemma.gemma3_provider.Gemma3ModelProvider attribute) (bridge.models.gemma.gemma4_provider.Gemma4ModelProvider attribute) sound_clips (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskBatch attribute) (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskSample attribute) sound_config (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronOmniModelProvider attribute) sound_context_token_id (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronOmniModelProvider attribute) sound_hidden_size (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronOmniModelProvider attribute) sound_length (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskBatch attribute) (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskSample attribute) sound_model_type (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronOmniModelProvider attribute) sound_projection_hidden_size (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronOmniModelProvider attribute) source (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) sp_tokenizer_kwargs (bridge.training.tokenizers.config.TokenizerConfig attribute) spatial_merge_size (bridge.models.ernie_vl.modeling_ernie45_vl.vision_transformer_config.ErnieVisionTransformerConfig 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.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.builders.hf_dataset.HFDatasetConfig attribute) (bridge.data.vlm_datasets.step37_flickr8k.provider.Step37Flickr8kSFTDataProvider attribute) split_batch_into_microbatches() (in module bridge.data.finetuning) split_data_cp_rank() (in module bridge.models.qwen_vl.modelling_qwen3_vl.utils) split_deepstack_embs() (in module bridge.models.qwen_vl.modelling_qwen3_vl.utils) split_gdn_linear_weights() (in module bridge.models.conversion.param_mapping) 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_val_from_train (bridge.data.builders.hf_dataset.HFDatasetConfig attribute) 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) 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.training.callbacks.CallbackContext attribute) (bridge.training.checkpointing.CheckpointLoadContext attribute) (bridge.training.checkpointing.CheckpointSaveContext attribute) (bridge.training.setup.SetupOutput attribute) state_dict() (bridge.data.vlm_datasets.step37_flickr8k.samplers.LoopedSequentialSampler method) (bridge.data.vlm_datasets.step37_flickr8k.samplers.LoopedShuffleSampler method) (bridge.data.vlm_datasets.step37_flickr8k.samplers.WeightedRandomSampler method) (bridge.peft.adapter_wrapper.AdapterWrapper 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_config() (in module bridge.recipes.stepfun.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_flickr8k_config() (in module bridge.recipes.stepfun.step37) step37_sft_flickr8k_smoke_config() (in module bridge.recipes.stepfun.step37) Step37Bridge (class in bridge.models.stepfun.step37_bridge) Step37Config (class in bridge.models.stepfun.configuration_step37) Step37Flickr8kDataset (class in bridge.data.vlm_datasets.step37_flickr8k.flickr8k_loader) Step37Flickr8kSFTDataProvider (class in bridge.data.vlm_datasets.step37_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.data.vlm_datasets.step37_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) 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.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) (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) 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) 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) 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_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) 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_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) task (bridge.models.megatron_mimo.conversion.orchestrator.MIMOConversionTask attribute) task_encoder (bridge.data.energon.energon_provider.EnergonProvider 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.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) TELinearAdapter (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.NemotronOmniModelProvider attribute) temporal_patch_dim (bridge.models.nemotron_omni.nemotron_omni_provider.NemotronOmniModelProvider attribute) temporal_patch_size (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.recipes.qwen_vl.qwen3_vl.Qwen3VLCommonKwargs 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.gemma.gemma2_provider) (class in bridge.models.gemma.gemma3_provider) test_data_iterator (bridge.training.setup.SetupOutput attribute) test_data_path (bridge.data.vlm_datasets.preloaded_provider.PreloadedVLMConversationProvider attribute) test_dataloader() (bridge.data.energon.base_energon_datamodule.EnergonMultiModalDataModule method) test_maker_kwargs (bridge.data.vlm_datasets.hf_provider.HFDatasetConversationProvider attribute) test_path (bridge.data.builders.finetuning_dataset.FinetuningDatasetBuilder property) test_samples (bridge.training.config.DatasetBuildContext attribute) test_split (bridge.data.megatron_mimo.hf_provider.HFMegatronMIMODatasetProvider attribute) TETransformerLayerAutocast (class in bridge.models.gpt_full_te_layer_autocast_spec) text_column (bridge.data.megatron_mimo.hf_provider.HFMegatronMIMODatasetProvider attribute) text_config (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) 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) 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) 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.vlm.PreTrainedVLM method) to_cfg_dict() (bridge.models.distillation_provider.DistillationProvider 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) token2wav_config (bridge.models.qwen_omni.qwen25_omni_provider.Qwen25OmniModelProvider attribute) tokenize_dataset() (in module bridge.data.datasets.packed_sequence) tokenizer (bridge.models.hf_pretrained.causal_lm.PreTrainedCausalLM property) (bridge.models.hf_pretrained.vlm.PreTrainedVLM property) (bridge.training.config.ConfigContainer attribute) (bridge.training.config.DatasetBuildContext 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.datasets.packed_sequence.PackedSequenceSpecs attribute) tokenizer_path (bridge.data.megatron_mimo.mock_provider.MockMegatronMIMOProvider attribute) (bridge.data.vlm_datasets.step37_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) 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_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.gpt_builder.GPTModelConfig attribute) (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.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) (bridge.recipes.run_plugins.PerfEnvPlugin attribute) 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_data_path (bridge.data.vlm_datasets.preloaded_provider.PreloadedVLMConversationProvider attribute) train_dataloader() (bridge.data.energon.base_energon_datamodule.EnergonMultiModalDataModule method) train_iters (bridge.recipes.qwen_vl.qwen3_vl.Qwen3VLCommonKwargs attribute) train_megatron_mimo() (in module bridge.training.train_megatron_mimo) train_path (bridge.data.builders.finetuning_dataset.FinetuningDatasetBuilder property) train_path_packed (bridge.data.builders.finetuning_dataset.FinetuningDatasetBuilder property) train_samples (bridge.training.config.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) 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) transformer (bridge.models.gpt.gpt_builder.GPTModelConfig attribute) (bridge.models.mamba.mamba_builder.MambaModelConfig attribute) transformer_config (bridge.models.conversion.auto_bridge.AutoBridge property) transformer_engine_full_layer_spec() (in module bridge.models.gpt.gpt_builder) (in module bridge.models.gpt_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.models.ernie_vl.ernie45_vl_provider.Ernie45VLModelProvider 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.gpt_builder.GPTModelConfig 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) truncation (bridge.models.hf_pretrained.causal_lm.EncodeKwargs attribute) trust_remote_code (bridge.data.megatron_mimo.hf_provider.HFMegatronMIMODatasetProvider attribute) (bridge.data.megatron_mimo.mock_provider.MockMegatronMIMOProvider attribute) (bridge.training.config.DataloaderConfig 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) 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.datasets.packing_utils._SegmentTree method) (bridge.data.vlm_datasets.step37_flickr8k.samplers.LoopedSequentialSampler method) (bridge.data.vlm_datasets.step37_flickr8k.samplers.LoopedShuffleSampler method) (bridge.data.vlm_datasets.step37_flickr8k.samplers.WeightedRandomSampler method) update_config_with_precision_overrides() (in module bridge.training.mixed_precision) use_arbitrary_attention_mask (bridge.models.gpt.gpt_builder.GPTModelConfig attribute) (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.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_hf_vision_model (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_te_rng_tracker (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) (bridge.models.gpt_provider.GPTModelProvider 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.gpt_builder.GPTModelConfig attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) use_transformer_engine_op_fuser (bridge.models.gpt.gpt_builder.GPTModelConfig attribute) (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) 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) val_maker_kwargs (bridge.data.vlm_datasets.hf_provider.HFDatasetConversationProvider attribute) val_proportion (bridge.data.builders.hf_dataset.HFDatasetConfig attribute) valid_data_iterator (bridge.training.setup.SetupOutput attribute) (bridge.training.setup_megatron_mimo.MegatronMIMOSetupOutput attribute) valid_data_path (bridge.data.vlm_datasets.preloaded_provider.PreloadedVLMConversationProvider attribute) VALID_EVENTS (in module bridge.training.callbacks) valid_samples (bridge.training.config.DatasetBuildContext attribute) valid_split (bridge.data.megatron_mimo.hf_provider.HFMegatronMIMODatasetProvider attribute) validate() (bridge.training.config.ConfigContainer method) validate_data_loader_contract() (in module bridge.training.megatron_mimo_parallel_utils) validate_flex_dispatcher_backend() (in module bridge.training.flex_dispatcher_backend) validate_mimo_conversion_support() (bridge.models.megatron_mimo.conversion.orchestrator.MegatronMIMOBridge 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.datasets.packed_parquet.GPTSFTPackedParquetDataset static method) validation (bridge.training.config.ConfigContainer attribute) validation_path (bridge.data.builders.finetuning_dataset.FinetuningDatasetBuilder property) validation_path_packed (bridge.data.builders.finetuning_dataset.FinetuningDatasetBuilder property) vanilla_gpt_pretrain_config() (in module bridge.recipes.gpt.vanilla_gpt) 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_grid_thw (bridge.training.utils.visual_inputs.GenericVisualInputs attribute) (bridge.training.utils.visual_inputs.Qwen2_5_VLVisualInputs attribute) video_latents (bridge.diffusion.common.flow_matching.adapters.base.FlowMatchingContext property) video_metadata (bridge.diffusion.data.common.diffusion_sample.DiffusionSample 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.gemma_vl.gemma4_vl_provider.Gemma4VLModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider 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.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.gemma_vl.gemma3_vl_provider.Gemma3VLModelProvider 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.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.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider attribute) vision_cuda_graph_scope (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLModelProvider attribute) (bridge.models.qwen_vl.qwen3_vl_provider.Qwen3VLMoEModelProvider 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.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_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_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.Gemma4VLModelProvider attribute) vision_start_token_id (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.qwen_vl.qwen25_vl_provider.Qwen25VLModelProvider attribute) vision_world_size (bridge.models.qwen_vl.qwen3_vl_provider.DistTrainConfig attribute) visual_tensors (bridge.data.energon.hf_encoder_task_encoder.HFEncoderTaskBatch attribute) (bridge.data.energon.hf_encoder_task_encoder.HFEncoderTaskSample attribute) (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskBatch attribute) (bridge.data.energon.nemotron_omni_task_encoder.NemotronOmniTaskSample attribute) vit_flops() (in module bridge.training.utils.flop_utils) vit_gradient_checkpointing (bridge.models.qwen_omni.qwen3_omni_provider.Qwen3OmniModelProvider attribute) VLMConversationDataset (class in bridge.data.vlm_datasets.conversation_dataset) VLMLoRA (class in bridge.peft.lora) VLMType (in module bridge.models.hf_pretrained.vlm) vocab_size (bridge.diffusion.models.flux.flux_provider.FluxProvider attribute) (bridge.diffusion.models.wan.wan_provider.WanModelProvider attribute) (bridge.models.falcon_h1.falconh1_provider.FalconH1ModelProvider attribute) (bridge.models.gemma.gemma2_provider.Gemma2ModelProvider attribute) (bridge.models.gemma.gemma_provider.GemmaModelProvider attribute) (bridge.models.glm_vl.glm_45v_provider.GLM45VModelProvider attribute) (bridge.models.gpt.gpt_builder.GPTModelConfig attribute) (bridge.models.gpt_provider.GPTModelProvider attribute) (bridge.models.mamba.mamba_builder.MambaModelConfig attribute) (bridge.models.mamba.mamba_provider.MambaModelProvider 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_config() (in module bridge.diffusion.recipes.wan.wan) wan_14b_sft_config() (in module bridge.diffusion.recipes.wan.wan) wan_1_3b_pretrain_config() (in module bridge.diffusion.recipes.wan.wan) wan_1_3b_sft_config() (in module bridge.diffusion.recipes.wan.wan) wan_1_3b_text2image_pretrain_config() (in module bridge.diffusion.recipes.wan.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_rank_0() (in module bridge.utils.common_utils) weight (bridge.models.conversion.model_bridge.HFWeightTuple attribute) (bridge.models.conversion.model_bridge.MegatronWeightTuple attribute) weight_and_optimizer_bytes (bridge.training.utils.theoretical_memory_utils.TrainingMemoryEstimate property) WeightConversionTask (class in bridge.models.conversion.model_bridge) WeightedRandomSampler (class in bridge.data.vlm_datasets.step37_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_size (bridge.models.gemma.gemma2_provider.Gemma2ModelProvider attribute) (bridge.models.gemma.gemma3_provider.Gemma3ModelProvider 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) 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.datasets.packed_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)
