Index _ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z _ __call__() (nemo.core.classes.common.typecheck method) (nemo_curator.Filter method) (nemo_curator.Score method) (nemo_curator.ScoreFilter method) __init__() (nemo.collections.common.losses.AggregatorLoss method) (nemo.collections.common.losses.CrossEntropyLoss method) (nemo.collections.common.losses.MSELoss method) (nemo.collections.common.losses.SmoothedCrossEntropyLoss method) (nemo.collections.common.losses.SpanningLoss method) (nemo.collections.common.tokenizers.AutoTokenizer method) (nemo.collections.common.tokenizers.SentencePieceTokenizer method) (nemo.collections.common.tokenizers.TokenizerSpec method) (nemo.collections.multimodal.models.text_to_image.controlnet.controlnet.MegatronControlNet method) (nemo.collections.multimodal.models.text_to_image.dreambooth.dreambooth.MegatronDreamBooth method) (nemo.collections.multimodal.models.text_to_image.imagen.imagen.MegatronImagen method) (nemo.collections.multimodal.models.text_to_image.stable_diffusion.ldm.autoencoder.AutoencoderKL method) (nemo.collections.multimodal.models.text_to_image.stable_diffusion.ldm.ddpm.MegatronLatentDiffusion method) (nemo.collections.multimodal.modules.imagen.encoder.t5encoder.T5Encoder method) (nemo.collections.multimodal.modules.stable_diffusion.encoders.modules.FrozenMegatronCLIPEmbedder method) (nemo.collections.multimodal.speech_llm.models.modular_models.CrossAttendModularAudioGPTModel method) (nemo.collections.multimodal.speech_llm.models.modular_models.ModularAudioGPTModel method) (nemo.collections.multimodal.speech_llm.models.modular_t5_models.DecoderTextPromptModularizedAudioT5Model method) (nemo.collections.multimodal.speech_llm.models.modular_t5_models.ModularizedAudioT5Model method) (nemo.collections.nlp.models.language_modeling.megatron_base_model.MegatronBaseModel method) (nemo.collections.nlp.models.language_modeling.megatron_gpt_adapter_model.MegatronGPTAdapterLearningModel method) (nemo.collections.nlp.models.language_modeling.megatron_gpt_adapter_model.MegatronGPTInfusedAdapterModel method) (nemo.collections.nlp.models.language_modeling.megatron_t5_adapter_model.MegatronT5AdapterLearningModel method) (nemo.collections.nlp.models.language_modeling.megatron_t5_adapter_model.MegatronT5InfusedAdapterModel method) (nemo_curator.Filter method) (nemo_curator.Score method) (nemo_curator.ScoreFilter method) _init_segmentation_info() (nemo.collections.asr.models.EncDecDiarLabelModel method) _init_speaker_model() (nemo.collections.asr.models.EncDecDiarLabelModel method) A access_cfg (nemo.core.classes.mixins.access_mixins.AccessMixin property) AccessMixin (class in nemo.core.classes.mixins.access_mixins) account (nemo_run.core.execution.slurm.SlurmExecutor attribute) adapter_global_cfg_key (nemo.core.adapter_mixins.AdapterModuleMixin attribute) adapter_metadata_cfg_key (nemo.core.adapter_mixins.AdapterModuleMixin attribute) adapter_module_names (nemo.core.adapter_mixins.AdapterModelPTMixin property) AdapterModelPTMixin (class in nemo.core.adapter_mixins) AdapterModuleMixin (class in nemo.core.adapter_mixins) add() (nemo_run.run.experiment.Experiment method) add_adapter() (nemo.collections.asr.modules.ConvASRDecoder method) (nemo.collections.asr.modules.RNNTDecoder method) (nemo.collections.asr.modules.RNNTJoint method) (nemo.collections.nlp.parts.mixins.nlp_adapter_mixins.NLPAdapterModelMixin method) (nemo.core.adapter_mixins.AdapterModelPTMixin method) (nemo.core.adapter_mixins.AdapterModuleMixin method) add_interctc_losses() (nemo.collections.asr.parts.mixins.interctc_mixin.InterCTCMixin method) add_speaker_model_config() (nemo.collections.asr.models.EncDecDiarLabelModel method) AddId (class in nemo_curator) additional_parameters (nemo_run.core.execution.slurm.SlurmExecutor attribute) AegisClassifier (class in nemo_curator.classifiers) AestheticClassifier (class in nemo_curator.image.classifiers) AggregatorLoss (class in nemo.collections.common.losses) align_length_sync_decoding() (nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer method) AlignerModel (class in nemo.collections.tts.models) alloc() (nemo_run.core.execution.slurm.SlurmExecutor method) ALLOC_ARGS (nemo_run.core.execution.slurm.SlurmExecutor attribute) AlphaFilter (class in nemo_curator.filters) ANLI (class in nemo_curator.tasks) ArcChallenge (class in nemo_curator.tasks) ArcEasy (class in nemo_curator.tasks) args (nemo_run.config.Script attribute) array (nemo_run.core.execution.slurm.SlurmExecutor attribute) ArxivDownloader (class in nemo_curator.download) ArxivExtractor (class in nemo_curator.download) ArxivIterator (class in nemo_curator.download) as_frozen() (nemo.core.NeuralModule method) ASRBPEMixin (class in nemo.collections.asr.parts.mixins.mixins) ASRModuleMixin (class in nemo.collections.asr.parts.mixins.mixins) ASRWithTTSModel (class in nemo.collections.asr.models.hybrid_asr_tts_models) assign() (nemo_run.core.execution.base.Executor method) (nemo_run.core.execution.local.LocalExecutor method) (nemo_run.core.execution.skypilot.SkypilotExecutor method) (nemo_run.core.execution.slurm.SlurmExecutor method) AsyncLLMClient (class in nemo_curator) AsyncNemotronGenerator (class in nemo_curator.synthetic) AsyncOpenAIClient (class in nemo_curator) AudioCodecModel (class in nemo.collections.tts.models) AudioPerceptionModule (class in nemo.collections.multimodal.speech_llm.modules.perception_modules) AudioTextDataset (class in nemo.collections.multimodal.speech_llm.data.audio_text_dataset) AudioToBPEDataset (class in nemo.collections.asr.data.audio_to_text) AudioToCharDataset (class in nemo.collections.asr.data.audio_to_text) AudioToMelSpectrogramPreprocessor (class in nemo.collections.asr.modules) AudioToMFCCPreprocessor (class in nemo.collections.asr.modules) autocast (nemo_curator.classifiers.DomainClassifier attribute) (nemo_curator.classifiers.FineWebEduClassifier attribute) (nemo_curator.classifiers.QualityClassifier attribute) autoconvert() (in module nemo_run.api) autodown (nemo_run.core.execution.skypilot.SkypilotExecutor attribute) AutoencoderKL (class in nemo.collections.multimodal.models.text_to_image.stable_diffusion.ldm.autoencoder) AutoTokenizer (class in nemo.collections.common.tokenizers) AxisType (class in nemo.core.neural_types.axes) B basepath (nemo_run.core.packaging.git.GitArchivePackager attribute) BasePromptLearningDataset (class in nemo.collections.nlp.data.language_modeling.megatron.base_prompt_learning_dataset) bash() (nemo_run.core.execution.slurm.SlurmExecutor method) batch_concat_states() (nemo.collections.asr.modules.RNNTDecoder method) (nemo.collections.asr.modules.StatelessTransducerDecoder method) batch_copy_states() (nemo.collections.asr.modules.RNNTDecoder method) (nemo.collections.asr.modules.StatelessTransducerDecoder method) batch_download (class in nemo_curator.download) batch_initialize_states() (nemo.collections.asr.modules.RNNTDecoder method) (nemo.collections.asr.modules.StatelessTransducerDecoder method) batch_replace_states_all() (nemo.collections.asr.modules.RNNTDecoder class method) (nemo.collections.asr.modules.StatelessTransducerDecoder class method) batch_replace_states_mask() (nemo.collections.asr.modules.RNNTDecoder class method) (nemo.collections.asr.modules.StatelessTransducerDecoder class method) batch_score_hypothesis() (nemo.collections.asr.modules.RNNTDecoder method) (nemo.collections.asr.modules.StatelessTransducerDecoder method) batch_select_state() (nemo.collections.asr.modules.RNNTDecoder method) (nemo.collections.asr.modules.StatelessTransducerDecoder method) batch_size (nemo_curator.classifiers.DomainClassifier attribute) (nemo_curator.classifiers.FineWebEduClassifier attribute) (nemo_curator.classifiers.QualityClassifier attribute) batch_split_states() (nemo.collections.asr.modules.RNNTDecoder method) (nemo.collections.asr.modules.StatelessTransducerDecoder method) batched() (in module nemo_curator.utils.decorators) BeamCTCInfer (class in nemo.collections.asr.parts.submodules.ctc_beam_decoding) BeamRNNTInfer (class in nemo.collections.asr.parts.submodules.rnnt_beam_decoding) BertDataset (class in nemo.collections.nlp.data.language_modeling.megatron.bert_dataset) BigBenchHard (class in nemo_curator.tasks) BigBenchLight (class in nemo_curator.tasks) blend_datasets (class in nemo_curator) BlendableDataset (class in nemo.collections.nlp.data.language_modeling.megatron.blendable_dataset) BoilerPlateStringFilter (class in nemo_curator.filters) BoilerPlateStringModifier (class in nemo_curator.modifiers) BoolQ (class in nemo_curator.tasks) bucket_id_to_int() (nemo_curator.LSH method) build_speechllm_dataloader (class in nemo.collections.multimodal.speech_llm.data.build_dataset) build_speechllm_dataset (class in nemo.collections.multimodal.speech_llm.data.build_dataset) BulletsFilter (class in nemo_curator.filters) C cache_dir (nemo_curator.SemDedupConfig attribute), [1] cancel() (nemo_run.core.execution.skypilot.SkypilotExecutor class method) (nemo_run.run.experiment.Experiment method) catalog() (nemo_run.run.experiment.Experiment class method) CB (class in nemo_curator.tasks) cfg (nemo.core.ModelPT property) cfg_path (nemo_run.core.execution.base.FaultTolerance attribute) change_attention_model() (nemo.collections.asr.modules.ConformerEncoder method) (nemo.collections.asr.parts.mixins.mixins.ASRModuleMixin method) change_conv_asr_se_context_window() (nemo.collections.asr.parts.mixins.mixins.ASRModuleMixin method) change_subsampling_conv_chunking_factor() (nemo.collections.asr.modules.ConformerEncoder method) (nemo.collections.asr.parts.mixins.mixins.ASRModuleMixin method) change_vocabulary() (nemo.collections.asr.models.EncDecCTCModel method) (nemo.collections.asr.models.EncDecCTCModelBPE method) (nemo.collections.asr.models.EncDecRNNTBPEModel method) (nemo.collections.asr.models.EncDecRNNTModel method) check_supported_adapter_type_() (nemo.core.adapter_mixins.AdapterModuleMixin method) check_valid_model_with_adapter_support_() (nemo.core.adapter_mixins.AdapterModelPTMixin method) classify_math_entity() (nemo_curator.synthetic.AsyncNemotronGenerator method) (nemo_curator.synthetic.NemotronGenerator method) classify_python_entity() (nemo_curator.synthetic.AsyncNemotronGenerator method) (nemo_curator.synthetic.NemotronGenerator method) cleanup() (nemo_run.core.execution.base.Executor method) (nemo_run.core.execution.skypilot.SkypilotExecutor method) (nemo_run.core.tunnel.client.LocalTunnel method) (nemo_run.core.tunnel.client.SSHTunnel method) clone() (nemo_run.core.execution.base.Executor method) cloud (nemo_run.core.execution.skypilot.SkypilotExecutor attribute) cluster_name (nemo_run.core.execution.skypilot.SkypilotExecutor attribute) clustering_save_loc (nemo_curator.SemDedupConfig attribute) ClusteringDiarizer (class in nemo.collections.asr.models) ClusteringModel (class in nemo_curator) collate_fn() (nemo.collections.asr.data.text_to_text.TextToTextDataset method) (nemo.collections.asr.data.text_to_text.TextToTextIterableDataset method) comment (nemo_run.core.execution.slurm.SlurmExecutor attribute) CommonCrawlWARCDownloader (class in nemo_curator.download) CommonCrawlWARCDownloaderExtractOnly (class in nemo_curator.download) CommonCrawlWARCExtractor (class in nemo_curator.download) CommonCrawlWARCIterator (class in nemo_curator.download) CommonEnglishWordsFilter (class in nemo_curator.filters) compare() (nemo.core.neural_types.NeuralType method) compare_and_raise_error() (nemo.core.neural_types.NeuralType method) complete() (nemo.collections.nlp.models.language_modeling.megatron_t5_model.MegatronT5Model method) compute() (nemo.collections.common.metrics.Perplexity method) compute_accuracies() (nemo.collections.asr.models.EncDecDiarLabelModel method) compute_ngram_score() (nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer method) compute_output() (nemo.collections.asr.parts.submodules.adapters.multi_head_attention_adapter_module.MHAResidualAddAdapterStrategy method) compute_semantic_match_dfs() (nemo_curator.SemanticClusterLevelDedup method) ConcatDataset (class in nemo.collections.common.data.dataset) ConcatMapDataset (class in nemo.collections.common.data.dataset) ConfidenceEnsembleModel (class in nemo.collections.asr.models.confidence_ensemble) Config (class in nemo_run.config) configure_optimizers() (nemo.core.ModelPT method) conformer_stream_step() (nemo.collections.asr.parts.mixins.mixins.ASRModuleMixin method) ConformerEncoder (class in nemo.collections.asr.modules) connect() (nemo_run.core.tunnel.client.LocalTunnel method) (nemo_run.core.tunnel.client.SSHTunnel method) connect_devspace() (nemo_run.core.execution.slurm.SlurmExecutor method) constraint (nemo_run.core.execution.slurm.SlurmExecutor attribute) container_image (nemo_run.core.execution.skypilot.SkypilotExecutor attribute) (nemo_run.core.execution.slurm.SlurmExecutor attribute) (nemo_run.core.execution.slurm.SlurmExecutor.ResourceRequest attribute) container_mounts (nemo_run.core.execution.slurm.SlurmExecutor attribute) (nemo_run.core.execution.slurm.SlurmExecutor.ResourceRequest attribute) ControlledUnetModel (class in nemo.collections.multimodal.models.text_to_image.controlnet.controlnet) ConvASRDecoder (class in nemo.collections.asr.modules) ConvASRDecoderClassification (class in nemo.collections.asr.modules) ConvASREncoder (class in nemo.collections.asr.modules) convert_mel_spectrogram_to_linear() (nemo.collections.tts.models.base.MelToSpec method) convert_response_to_yaml_list() (nemo_curator.synthetic.AsyncNemotronGenerator method) (nemo_curator.synthetic.NemotronGenerator method) convert_spectrogram_to_audio() (nemo.collections.tts.models.base.Vocoder method) (nemo.collections.tts.models.GriffinLimModel method) (nemo.collections.tts.models.HifiGanModel method) (nemo.collections.tts.models.TwoStagesModel method) (nemo.collections.tts.models.UnivNetModel method) (nemo.collections.tts.models.WaveGlowModel method) Copa (class in nemo_curator.tasks) COQA (class in nemo_curator.tasks) cpus (nemo_run.core.execution.skypilot.SkypilotExecutor attribute) cpus_per_gpu (nemo_run.core.execution.slurm.SlurmExecutor attribute) cpus_per_task (nemo_run.core.execution.slurm.SlurmExecutor attribute) CropOrPadSpectrogramAugmentation (class in nemo.collections.asr.modules) CrossAttendModularAudioGPTModel (class in nemo.collections.multimodal.speech_llm.models.modular_models) CrossEntropyLoss (class in nemo.collections.common.losses) CTCBPEDecoding (class in nemo.collections.asr.parts.submodules.ctc_decoding) CTCDecoding (class in nemo.collections.asr.parts.submodules.ctc_decoding) cuda() (nemo.collections.tts.models.GriffinLimModel method) (nemo.collections.tts.models.TwoStagesModel method) (nemo.core.ModelPT method) D debug (nemo_run.core.packaging.base.Packager attribute) decode() (nemo.collections.multimodal.models.text_to_image.stable_diffusion.ldm.autoencoder.AutoencoderKL method) (nemo.collections.nlp.models.language_modeling.megatron_t5_model.MegatronT5Model method) (nemo.collections.tts.models.AudioCodecModel method) decode_audio() (nemo.collections.tts.models.AudioCodecModel method) decode_hypothesis() (nemo.collections.asr.parts.submodules.rnnt_decoding.RNNTBPEDecoding method) decode_ids_to_langs() (nemo.collections.asr.parts.submodules.rnnt_decoding.RNNTBPEDecoding method) (nemo.collections.asr.parts.submodules.rnnt_decoding.RNNTDecoding method) decode_ids_to_tokens() (nemo.collections.asr.parts.submodules.ctc_decoding.CTCBPEDecoding method) (nemo.collections.asr.parts.submodules.ctc_decoding.CTCDecoding method) (nemo.collections.asr.parts.submodules.rnnt_decoding.RNNTBPEDecoding method) (nemo.collections.asr.parts.submodules.rnnt_decoding.RNNTDecoding method) decode_tokens_to_lang() (nemo.collections.asr.parts.submodules.rnnt_decoding.RNNTBPEDecoding method) (nemo.collections.asr.parts.submodules.rnnt_decoding.RNNTDecoding method) decode_tokens_to_str() (nemo.collections.asr.parts.submodules.ctc_decoding.CTCBPEDecoding method) (nemo.collections.asr.parts.submodules.ctc_decoding.CTCDecoding method) (nemo.collections.asr.parts.submodules.rnnt_decoding.RNNTBPEDecoding method) (nemo.collections.asr.parts.submodules.rnnt_decoding.RNNTDecoding method) decoder_loss_step() (nemo.collections.asr.models.SpeechEncDecSelfSupervisedModel method) DecoderTextPromptModularizedAudioT5Model (class in nemo.collections.multimodal.speech_llm.models.modular_t5_models) default_adapter_module_name (nemo.core.adapter_mixins.AdapterModelPTMixin property) default_beam_search() (nemo.collections.asr.parts.submodules.ctc_beam_decoding.BeamCTCInfer method) (nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer method) dependencies (nemo_run.core.execution.slurm.SlurmExecutor attribute) dequantize() (nemo.collections.tts.models.AudioCodecModel method) device_type (nemo_curator.classifiers.DomainClassifier attribute) (nemo_curator.classifiers.FineWebEduClassifier attribute) (nemo_curator.classifiers.QualityClassifier attribute) DiarizationMixin (class in nemo.collections.asr.parts.mixins.mixins) diarize() (nemo.collections.asr.models.ClusteringDiarizer method) (nemo.collections.asr.parts.mixins.mixins.DiarizationMixin method) disable_checks() (nemo.core.classes.common.typecheck static method) disable_cuda_graphs() (nemo.collections.asr.parts.submodules.rnnt_greedy_decoding.GreedyBatchedRNNTInfer method) disable_semantic_checks() (nemo.core.classes.common.typecheck static method) disabled_deployment_input_names (nemo.collections.asr.modules.ConformerEncoder property) (nemo.collections.asr.modules.RNNTJoint property) (nemo.collections.tts.models.FastPitchModel property) (nemo.core.classes.exportable.Exportable property) disabled_deployment_output_names (nemo.collections.asr.modules.ConformerEncoder property) (nemo.core.classes.exportable.Exportable property) disk_size (nemo_run.core.execution.skypilot.SkypilotExecutor attribute) disk_tier (nemo_run.core.execution.skypilot.SkypilotExecutor attribute) DocumentDataset (class in nemo_curator.datasets) DocumentDownloader (class in nemo_curator.download) DocumentExtractor (class in nemo_curator.download) DocumentFilter (class in nemo_curator.filters) DocumentIterator (class in nemo_curator.download) DocumentModifier (class in nemo_curator.modifiers) DomainClassifier (class in nemo_curator.classifiers) download_and_extract (class in nemo_curator.download) download_arxiv (class in nemo_curator.download) download_common_crawl (class in nemo_curator.download) download_wikipedia (class in nemo_curator.download) DownstreamTask (class in nemo_curator.tasks) DreamBoothDataset (class in nemo.collections.multimodal.data.dreambooth.dreambooth_dataset) Drop (class in nemo_curator.tasks) dryrun() (nemo_run.run.experiment.Experiment method) E EfficientUNetModel (class in nemo.collections.multimodal.modules.imagen.diffusionmodules.nets) ElementType (class in nemo.core.neural_types.elements) EllipsisFilter (class in nemo_curator.filters) embedding_batch_size (nemo_curator.SemDedupConfig attribute) embedding_model_name_or_path (nemo_curator.SemDedupConfig attribute) EmbeddingCreator (class in nemo_curator) embeddings_save_loc (nemo_curator.SemDedupConfig attribute) EncDecClassificationModel (class in nemo.collections.asr.models) EncDecCTCModel (class in nemo.collections.asr.models) EncDecCTCModelBPE (class in nemo.collections.asr.models) EncDecDenoiseMaskedTokenPredModel (class in nemo.collections.asr.models) EncDecDiarLabelModel (class in nemo.collections.asr.models) EncDecRNNTBPEModel (class in nemo.collections.asr.models) EncDecRNNTModel (class in nemo.collections.asr.models) EncDecSpeakerLabelModel (class in nemo.collections.asr.models) (class in nemo.collections.asr.models.label_models) encode() (nemo.collections.multimodal.models.text_to_image.stable_diffusion.ldm.autoencoder.AutoencoderKL method) (nemo.collections.multimodal.modules.imagen.encoder.t5encoder.T5Encoder method) (nemo.collections.nlp.models.language_modeling.megatron_t5_model.MegatronT5Model method) (nemo.collections.tts.models.AudioCodecModel method) encode_audio() (nemo.collections.tts.models.AudioCodecModel method) env (nemo_run.config.Script attribute) env_vars (nemo_run.core.execution.base.Executor attribute) (nemo_run.core.execution.slurm.SlurmExecutor.ResourceRequest attribute) eps_thresholds (nemo_curator.SemDedupConfig attribute) eps_to_extract (nemo_curator.SemDedupConfig attribute) ExactDuplicates (class in nemo_curator) exclude (nemo_run.core.execution.slurm.SlurmExecutor attribute) exclusive (nemo_run.core.execution.slurm.SlurmExecutor attribute) Executor (class in nemo_run.core.execution.base) exp_manager (class in nemo.utils.exp_manager) Experiment (class in nemo_run.run.experiment) experiment_dir (nemo_run.core.execution.base.Executor attribute) experiment_id (nemo_run.core.execution.base.Executor attribute) ExpManagerConfig (class in nemo.utils.exp_manager) export() (nemo.core.classes.exportable.Exportable method) Exportable (class in nemo.core.classes.exportable) extract_dedup_data() (nemo_curator.SemanticClusterLevelDedup method) extract_state_dict_from() (nemo.core.connectors.save_restore_connector.SaveRestoreConnector method) (nemo.core.ModelPT class method) F FastPitchModel (class in nemo.collections.tts.models) FastTextLabelModifier (class in nemo_curator.modifiers) FastTextLangId (class in nemo_curator.filters) FastTextQualityFilter (class in nemo_curator.filters) FaultTolerance (class in nemo_run.core.execution.base) fields (nemo.core.neural_types.elements.ElementType property) file_mounts (nemo_run.core.execution.skypilot.SkypilotExecutor attribute) Filter (class in nemo_curator) filter_by (nemo_curator.classifiers.DomainClassifier attribute) (nemo_curator.classifiers.QualityClassifier attribute) finalize_interctc_metrics() (nemo.collections.asr.parts.mixins.interctc_mixin.InterCTCMixin method) FineWebEduClassifier (class in nemo_curator.classifiers) finished_flag_file (nemo_run.core.execution.base.FaultTolerance attribute) flashlight_beam_search() (nemo.collections.asr.parts.submodules.ctc_beam_decoding.BeamCTCInfer method) Float16Module (class in nemo.collections.nlp.modules.common.megatron.module) format_conversation() (nemo_curator.synthetic.Mixtral8x7BFormatter static method) (nemo_curator.synthetic.NemotronFormatter static method) forward() (nemo.collections.asr.models.SLUIntentSlotBPEModel method) (nemo.collections.asr.models.SpeechEncDecSelfSupervisedModel method) (nemo.collections.asr.parts.submodules.adapters.multi_head_attention_adapter_module.MHAResidualAddAdapterStrategy method) (nemo.collections.asr.parts.submodules.adapters.multi_head_attention_adapter_module.MultiHeadAttentionAdapter method) (nemo.collections.asr.parts.submodules.adapters.multi_head_attention_adapter_module.RelPositionMultiHeadAttentionAdapter method) (nemo.collections.asr.parts.submodules.ctc_beam_decoding.BeamCTCInfer method) (nemo.collections.asr.parts.submodules.ctc_greedy_decoding.GreedyCTCInfer method) (nemo.collections.asr.parts.submodules.jasper.JasperBlock method) (nemo.collections.asr.parts.submodules.rnnt_greedy_decoding.GreedyBatchedRNNTInfer method) (nemo.collections.asr.parts.submodules.rnnt_greedy_decoding.GreedyRNNTInfer method) (nemo.collections.multimodal.models.text_to_image.controlnet.controlnet.ControlledUnetModel method) (nemo.collections.multimodal.modules.stable_diffusion.encoders.modules.FrozenMegatronCLIPEmbedder method) (nemo.collections.nlp.modules.common.megatron.retrieval_token_level_encoder_decoder.MegatronRetrievalTokenLevelEncoderDecoderModule method) (nemo.collections.nlp.modules.common.megatron.token_level_encoder_decoder.MegatronTokenLevelEncoderDecoderModule method) (nemo.collections.tts.models.AudioCodecModel method) (nemo.collections.tts.models.HifiGanModel method) (nemo.collections.tts.models.SpectrogramEnhancerModel method) (nemo.collections.tts.models.UnivNetModel method) forward_enabled_adapters() (nemo.core.adapter_mixins.AdapterModuleMixin method) forward_for_export() (nemo.collections.tts.models.HifiGanModel method) (nemo.collections.tts.models.UnivNetModel method) forward_infer() (nemo.collections.asr.models.EncDecDiarLabelModel method) forward_single_enabled_adapter_() (nemo.core.adapter_mixins.AdapterModuleMixin method) forward_with_custom_noise() (nemo.collections.tts.models.SpectrogramEnhancerModel method) freeze() (nemo.core.NeuralModule method) from_asr_config() 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(nemo.collections.nlp.models.language_modeling.megatron_gpt_adapter_model.MegatronGPTInfusedAdapterModel method) (nemo.collections.nlp.models.language_modeling.megatron_gpt_model.MegatronGPTModel method) (nemo.collections.nlp.models.language_modeling.megatron_gpt_prompt_learning_model.MegatronGPTPromptLearningModel method) (nemo.collections.nlp.models.language_modeling.megatron_gpt_sft_model.MegatronGPTSFTModel method) (nemo.collections.nlp.models.language_modeling.megatron_retrieval_model.MegatronRetrievalModel method) generate_closed_qa_instructions() (nemo_curator.synthetic.AsyncNemotronGenerator method) (nemo_curator.synthetic.NemotronGenerator method) generate_dialogue() (nemo_curator.synthetic.AsyncNemotronGenerator method) (nemo_curator.synthetic.NemotronGenerator method) generate_macro_topics() (nemo_curator.synthetic.AsyncNemotronGenerator method) (nemo_curator.synthetic.NemotronGenerator method) generate_math_macro_topics() (nemo_curator.synthetic.AsyncNemotronGenerator 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(nemo.collections.tts.models.FastPitchModel method) (nemo.collections.tts.models.MixerTTSModel method) (nemo.collections.tts.models.RadTTSModel method) (nemo.collections.tts.models.Tacotron2Model method) generate_subtopics() (nemo_curator.synthetic.AsyncNemotronGenerator method) (nemo_curator.synthetic.NemotronGenerator method) generate_two_turn_prompt() (nemo_curator.synthetic.AsyncNemotronGenerator method) (nemo_curator.synthetic.NemotronGenerator method) generate_writing_tasks() (nemo_curator.synthetic.AsyncNemotronGenerator method) (nemo_curator.synthetic.NemotronGenerator method) get() (nemo_run.core.tunnel.client.LocalTunnel method) (nemo_run.core.tunnel.client.SSHTunnel method) get_accepted_adapter_types() (nemo.core.adapter_mixins.AdapterModuleMixin method) get_adapter_cfg() (nemo.core.adapter_mixins.AdapterModuleMixin method) get_adapter_module() (nemo.core.adapter_mixins.AdapterModuleMixin method) get_audio_text_dataset_from_config (class in nemo.collections.multimodal.speech_llm.data.audio_text_dataset) get_captured_interctc_tensors() (nemo.collections.asr.parts.mixins.interctc_mixin.InterCTCMixin method) get_client() (in module nemo_curator) get_cluster_avg_embs_model() (nemo.collections.asr.models.EncDecDiarLabelModel method) get_default_strategy_config() (nemo.collections.asr.parts.submodules.adapters.multi_head_attention_adapter_module.MultiHeadAttentionAdapter method) (nemo.collections.asr.parts.submodules.adapters.multi_head_attention_adapter_module.PositionalEncodingAdapter method) (nemo.collections.asr.parts.submodules.adapters.multi_head_attention_adapter_module.RelPositionalEncodingAdapter method) (nemo.collections.asr.parts.submodules.adapters.multi_head_attention_adapter_module.RelPositionMultiHeadAttentionAdapter method) get_embedding() (nemo.collections.asr.models.label_models.EncDecSpeakerLabelModel method) get_enabled_adapters() (nemo.core.adapter_mixins.AdapterModelPTMixin method) (nemo.core.adapter_mixins.AdapterModuleMixin method) get_export_config() (nemo.core.classes.exportable.Exportable method) get_export_subnet() (nemo.core.classes.exportable.Exportable method) get_hf_model_filter() (nemo.core.classes.mixins.hf_io_mixin.HuggingFaceFileIO class method) get_interctc_param() (nemo.collections.asr.parts.mixins.interctc_mixin.InterCTCMixin method) get_iterable() (nemo.collections.common.data.dataset.ConcatDataset method) get_launcher() (nemo_run.core.execution.base.Executor method) get_launcher_prefix() (nemo_run.core.execution.base.Executor method) (nemo_run.core.execution.slurm.SlurmExecutor method) get_module_registry() (nemo.core.classes.mixins.access_mixins.AccessMixin class method) get_ms_emb_seq() (nemo.collections.asr.models.EncDecDiarLabelModel method) get_ms_mel_feat() (nemo.collections.asr.models.EncDecDiarLabelModel method) get_name() (nemo_run.config.Script method) get_network_interfaces() (in module nemo_curator) get_tarred_audio_text_dataset_from_config (class in nemo.collections.multimodal.speech_llm.data.audio_text_dataset) get_test_dataloader_prefix() (nemo.core.ModelPT method) get_validation_dataloader_prefix() (nemo.core.ModelPT method) GitArchivePackager (class in nemo_run.core.packaging.git) GOODBYE_MESSAGE_BASH (nemo_run.run.experiment.Experiment attribute) GOODBYE_MESSAGE_PYTHON (nemo_run.run.experiment.Experiment attribute) GPTDataset (class in nemo.collections.nlp.data.language_modeling.megatron.gpt_dataset) GPTModel (class in nemo.collections.nlp.models.language_modeling.megatron.gpt_model) GPTSFTChatDataset (class in nemo.collections.nlp.data.language_modeling.megatron.gpt_sft_chat_dataset) GPTSFTDataset (class in nemo.collections.nlp.data.language_modeling.megatron.gpt_sft_dataset) gpus (nemo_run.core.execution.skypilot.SkypilotExecutor attribute) gpus_per_node (nemo_run.core.execution.skypilot.SkypilotExecutor attribute) (nemo_run.core.execution.slurm.SlurmExecutor attribute) (nemo_run.core.execution.slurm.SlurmExecutor.ResourceRequest attribute) gpus_per_task (nemo_run.core.execution.slurm.SlurmExecutor attribute) (nemo_run.core.execution.slurm.SlurmExecutor.ResourceRequest attribute) greedy_search() (nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer method) GreedyBatchedRNNTInfer (class in nemo.collections.asr.parts.submodules.rnnt_greedy_decoding) GreedyCTCInfer (class in nemo.collections.asr.parts.submodules.ctc_greedy_decoding) GreedyRNNTInfer (class in nemo.collections.asr.parts.submodules.rnnt_greedy_decoding) gres (nemo_run.core.execution.slurm.SlurmExecutor attribute) GriffinLimModel (class in nemo.collections.tts.models) H has_artifacts() (nemo.core.ModelPT method) has_native_or_submodules_artifacts() (nemo.core.ModelPT method) has_nemo_submodules() (nemo.core.ModelPT method) hash_documents() (nemo_curator.ExactDuplicates method) HEAD_NODE_IP_VAR (nemo_run.core.execution.skypilot.SkypilotExecutor attribute) (nemo_run.core.execution.slurm.SlurmExecutor attribute) HET_GROUP_HOST_VAR (nemo_run.core.execution.skypilot.SkypilotExecutor attribute) (nemo_run.core.execution.slurm.SlurmExecutor attribute) heterogeneous (nemo_run.core.execution.slurm.SlurmExecutor attribute) HifiGanModel (class in nemo.collections.tts.models) host (nemo_run.core.tunnel.client.LocalTunnel attribute) (nemo_run.core.tunnel.client.SSHTunnel attribute) hparams (nemo.core.ModelPT property) HTMLBoilerplateFilter (class in nemo_curator.filters) HuggingFaceFileIO (class in nemo.core.classes.mixins.hf_io_mixin) Hypothesis (class in nemo.collections.asr.parts.utils.rnnt_utils) I identity (nemo_run.core.tunnel.client.SSHTunnel attribute) idle_minutes_to_autostop (nemo_run.core.execution.skypilot.SkypilotExecutor attribute) ImageClassifier (class in nemo_curator.image.classifiers) ImageEmbedder (class in nemo_curator.image.embedders) ImageTextPairDataset (class in nemo_curator.datasets) import_downloader (class in 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(nemo.collections.asr.modules.ConvASREncoder method) (nemo.collections.asr.modules.RNNEncoder method) (nemo.collections.asr.modules.RNNTDecoder method) (nemo.collections.asr.modules.RNNTJoint method) (nemo.collections.asr.modules.SpeakerDecoder method) (nemo.collections.asr.modules.SqueezeformerEncoder method) (nemo.collections.asr.modules.StatelessTransducerDecoder method) (nemo.collections.tts.models.FastPitchModel method) (nemo.collections.tts.models.HifiGanModel method) (nemo.collections.tts.models.UnivNetModel method) (nemo.core.NeuralModule method) input_types (nemo.collections.asr.models.EncDecDenoiseMaskedTokenPredModel property) (nemo.collections.asr.models.SLUIntentSlotBPEModel property) (nemo.collections.asr.models.SpeechEncDecSelfSupervisedModel property) (nemo.collections.asr.modules.AudioToMelSpectrogramPreprocessor property) (nemo.collections.asr.modules.AudioToMFCCPreprocessor property) (nemo.collections.asr.modules.ConformerEncoder property) (nemo.collections.asr.modules.ConvASRDecoder property) (nemo.collections.asr.modules.ConvASRDecoderClassification property) (nemo.collections.asr.modules.ConvASREncoder property) (nemo.collections.asr.modules.CropOrPadSpectrogramAugmentation property) (nemo.collections.asr.modules.RNNEncoder property) (nemo.collections.asr.modules.RNNTDecoder property) (nemo.collections.asr.modules.RNNTJoint property) (nemo.collections.asr.modules.SpeakerDecoder property) (nemo.collections.asr.modules.SpectrogramAugmentation property) (nemo.collections.asr.modules.SqueezeformerEncoder property) (nemo.collections.asr.modules.StatelessTransducerDecoder property) (nemo.collections.asr.parts.submodules.ctc_greedy_decoding.GreedyCTCInfer property) (nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer property) (nemo.collections.tts.models.FastPitchModel property) (nemo.collections.tts.models.HifiGanModel property) (nemo.collections.tts.models.MixerTTSModel property) (nemo.collections.tts.models.Tacotron2Model property) (nemo.collections.tts.models.TwoStagesModel property) (nemo.collections.tts.models.UnivNetModel property) (nemo.collections.tts.models.WaveGlowModel property) input_types_for_export (nemo.collections.asr.modules.ConformerEncoder property) instance_type (nemo_run.core.execution.skypilot.SkypilotExecutor attribute) int_column (nemo_curator.classifiers.FineWebEduClassifier attribute) InterCTCMixin (class in nemo.collections.asr.parts.mixins.interctc_mixin) interpolate_speaker() (nemo.collections.tts.models.FastPitchModel method) is_adapter_available() (nemo.core.adapter_mixins.AdapterModelPTMixin method) (nemo.core.adapter_mixins.AdapterModuleMixin method) is_interctc_enabled() (nemo.collections.asr.parts.mixins.interctc_mixin.InterCTCMixin method) J JasperBlock (class in nemo.collections.asr.parts.submodules.jasper) job_dir (nemo_run.core.execution.base.Executor attribute) job_name (nemo_run.core.execution.slurm.SlurmExecutor 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method) (nemo_curator.filters.NumberOfLinesOfCodeFilter method) (nemo_curator.filters.NumbersFilter method) (nemo_curator.filters.ParenthesesFilter method) (nemo_curator.filters.PerExtensionFilter method) (nemo_curator.filters.PornographicUrlsFilter method) (nemo_curator.filters.PunctuationFilter method) (nemo_curator.filters.PythonCommentToCodeFilter method) (nemo_curator.filters.RepeatedLinesByCharFilter method) (nemo_curator.filters.RepeatedLinesFilter method) (nemo_curator.filters.RepeatedParagraphsByCharFilter method) (nemo_curator.filters.RepeatedParagraphsFilter method) (nemo_curator.filters.RepeatingDuplicateNGramsFilter method) (nemo_curator.filters.RepeatingTopNGramsFilter method) (nemo_curator.filters.SymbolsToWordsFilter method) (nemo_curator.filters.TokenizerFertilityFilter method) (nemo_curator.filters.UrlsFilter method) (nemo_curator.filters.WhiteSpaceFilter method) (nemo_curator.filters.WordCountFilter method) (nemo_curator.filters.WordsWithoutAlphabetsFilter method) (nemo_curator.filters.XMLHeaderFilter method) kmeans_with_cos_dist (nemo_curator.SemDedupConfig attribute) L Lambada (class in nemo_curator.tasks) largest_cluster_size_to_process (nemo_curator.SemDedupConfig attribute) launch() (nemo_run.core.execution.skypilot.SkypilotExecutor method) launch_devspace() (nemo_run.core.execution.slurm.SlurmExecutor method) launcher (nemo_run.core.execution.base.Executor attribute) LhotseAudioQuestionAnswerDataset (class in nemo.collections.multimodal.speech_llm.data.lhotse_dataset) list_available_models() (nemo.collections.asr.models.ClusteringDiarizer class method) (nemo.collections.asr.models.SLUIntentSlotBPEModel class method) (nemo.collections.asr.models.SpeechEncDecSelfSupervisedModel class method) (nemo.collections.tts.models.AlignerModel class method) (nemo.collections.tts.models.AudioCodecModel method) (nemo.collections.tts.models.base.MelToSpec class method) (nemo.collections.tts.models.base.SpectrogramGenerator class method) (nemo.collections.tts.models.base.Vocoder class method) (nemo.collections.tts.models.FastPitchModel class method) (nemo.collections.tts.models.HifiGanModel class method) (nemo.collections.tts.models.MixerTTSModel class method) (nemo.collections.tts.models.SpectrogramEnhancerModel class method) (nemo.collections.tts.models.Tacotron2Model class method) (nemo.collections.tts.models.TwoStagesModel class method) (nemo.collections.tts.models.UnivNetModel class method) (nemo.collections.tts.models.WaveGlowModel class method) list_export_subnets() (nemo.core.classes.exportable.Exportable method) LLMClient (class in nemo_curator) load_adapters() (nemo.collections.nlp.parts.mixins.nlp_adapter_mixins.NLPAdapterModelMixin method) (nemo.core.adapter_mixins.AdapterModelPTMixin method) load_config_and_state_dict() (nemo.core.connectors.save_restore_connector.SaveRestoreConnector method) load_dataset_shard() (nemo_curator.image.embedders.ImageEmbedder method) (nemo_curator.image.embedders.TimmImageEmbedder method) load_deidentifier() (nemo_curator.modifiers.PiiModifier method) load_embedding_model() (nemo_curator.image.embedders.ImageEmbedder method) (nemo_curator.image.embedders.TimmImageEmbedder method) load_from_checkpoint() (nemo.core.ModelPT class method) load_instance_with_state_dict() (nemo.core.connectors.save_restore_connector.SaveRestoreConnector method) load_model() (nemo_curator.image.classifiers.AestheticClassifier method) (nemo_curator.image.classifiers.ImageClassifier method) (nemo_curator.image.classifiers.NsfwClassifier method) load_part_of_state_dict() (nemo.core.ModelPT method) local (nemo_run.core.execution.slurm.SlurmExecutor property) local_is_slurm (nemo_run.core.execution.slurm.SlurmExecutor property) LocalExecutor (class in nemo_run.core.execution.local) LocalTunnel (class in nemo_run.core.tunnel.client) log_level (nemo_run.core.execution.base.FaultTolerance attribute) logs() (nemo_run.core.execution.skypilot.SkypilotExecutor class method) (nemo_run.run.experiment.Experiment method) LongWordFilter (class in nemo_curator.filters) LSH (class in nemo_curator) lsh() (nemo_curator.LSH method) M m (nemo_run.config.Script attribute) macro_values() (nemo_run.core.execution.base.Executor method) (nemo_run.core.execution.skypilot.SkypilotExecutor method) (nemo_run.core.execution.slurm.SlurmExecutor method) make_pad_mask() (nemo.collections.asr.modules.SqueezeformerEncoder method) mask_select_states() (nemo.collections.asr.modules.RNNTDecoder method) (nemo.collections.asr.modules.StatelessTransducerDecoder method) max_chars (nemo_curator.classifiers.DomainClassifier attribute) (nemo_curator.classifiers.FineWebEduClassifier attribute) (nemo_curator.classifiers.QualityClassifier attribute) max_iter (nemo_curator.SemDedupConfig attribute) max_mem_gb (nemo_curator.classifiers.DomainClassifier attribute) (nemo_curator.classifiers.FineWebEduClassifier attribute) (nemo_curator.classifiers.QualityClassifier attribute) max_restarts (nemo_run.core.execution.base.FaultTolerance attribute) maybe_enable_cuda_graphs() (nemo.collections.asr.parts.submodules.rnnt_greedy_decoding.GreedyBatchedRNNTInfer method) maybe_init_from_pretrained_checkpoint() (nemo.core.ModelPT method) MeanWordLengthFilter (class in nemo_curator.filters) MegatronBARTModel (class in nemo.collections.nlp.models.language_modeling.megatron_bart_model) MegatronBaseModel (class in nemo.collections.nlp.models.language_modeling.megatron_base_model) MegatronBertModel (class in nemo.collections.nlp.models.language_modeling.megatron_bert_model) MegatronControlNet (class in nemo.collections.multimodal.models.text_to_image.controlnet.controlnet) MegatronDreamBooth (class in nemo.collections.multimodal.models.text_to_image.dreambooth.dreambooth) MegatronGPTAdapterLearningModel (class in nemo.collections.nlp.models.language_modeling.megatron_gpt_adapter_model) MegatronGPTExportableModel (class in nemo.collections.nlp.models.language_modeling.megatron_gpt_model) MegatronGPTInfusedAdapterModel (class in nemo.collections.nlp.models.language_modeling.megatron_gpt_adapter_model) MegatronGPTModel (class in nemo.collections.nlp.models.language_modeling.megatron_gpt_model) MegatronGPTPromptLearningModel (class in nemo.collections.nlp.models.language_modeling.megatron_gpt_prompt_learning_model) MegatronGPTSFTModel (class in nemo.collections.nlp.models.language_modeling.megatron_gpt_sft_model) MegatronImagen (class in nemo.collections.multimodal.models.text_to_image.imagen.imagen) MegatronLatentDiffusion (class in nemo.collections.multimodal.models.text_to_image.stable_diffusion.ldm.ddpm) MegatronModule (class in nemo.collections.nlp.modules.common.megatron.module) MegatronRetrievalModel (class in nemo.collections.nlp.models.language_modeling.megatron_retrieval_model) MegatronRetrievalTokenLevelEncoderDecoderModule (class in nemo.collections.nlp.modules.common.megatron.retrieval_token_level_encoder_decoder) MegatronT5AdapterLearningModel (class in nemo.collections.nlp.models.language_modeling.megatron_t5_adapter_model) MegatronT5InfusedAdapterModel (class in nemo.collections.nlp.models.language_modeling.megatron_t5_adapter_model) MegatronT5Model (class in nemo.collections.nlp.models.language_modeling.megatron_t5_model) MegatronTokenLevelEncoderDecoderModule (class in nemo.collections.nlp.modules.common.megatron.token_level_encoder_decoder) MelToSpec (class in nemo.collections.tts.models.base) mem (nemo_run.core.execution.slurm.SlurmExecutor attribute) mem_per_cpu (nemo_run.core.execution.slurm.SlurmExecutor attribute) mem_per_gpu (nemo_run.core.execution.slurm.SlurmExecutor attribute) memory (nemo_run.core.execution.skypilot.SkypilotExecutor attribute) memory_measure (nemo_run.core.execution.slurm.SlurmExecutor attribute) merge() (nemo_run.core.execution.slurm.SlurmExecutor class method) merge_cfg_with() (nemo.collections.nlp.parts.mixins.nlp_adapter_mixins.NLPAdapterModelMixin class method) merge_inference_cfg() (nemo.collections.nlp.parts.mixins.nlp_adapter_mixins.NLPAdapterModelMixin class method) MHAResidualAddAdapterStrategy (class in nemo.collections.asr.parts.submodules.adapters.multi_head_attention_adapter_module) MinHash (class in nemo_curator) minhash32() (nemo_curator.MinHash method) minhash64() (nemo_curator.MinHash method) MixerTTSModel (class in nemo.collections.tts.models) MixerTTSXDataset (class in nemo.collections.tts.data.dataset) Mixtral8x7BFormatter (class in nemo_curator.synthetic) MMLU (class in nemo_curator.tasks) MockGPTDataset (class in nemo.collections.nlp.data.language_modeling.megatron.gpt_dataset) ModelPT (class in nemo.core) modified_adaptive_expansion_search() (nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer method) Modify (class in nemo_curator) modify_state_dict() (nemo.core.connectors.save_restore_connector.SaveRestoreConnector method) ModularAudioGPTModel (class in nemo.collections.multimodal.speech_llm.models.modular_models) ModularizedAudioT5Model (class in nemo.collections.multimodal.speech_llm.models.modular_t5_models) MSELoss (class in nemo.collections.common.losses) multi_test_epoch_end() (nemo.core.ModelPT method) multi_validation_epoch_end() (nemo.collections.asr.models.SpeechEncDecSelfSupervisedModel method) (nemo.core.ModelPT method) MultiAudioPerceptionModule (class in nemo.collections.multimodal.speech_llm.modules.perception_modules) MultiHeadAttentionAdapter (class in nemo.collections.asr.parts.submodules.adapters.multi_head_attention_adapter_module) Multilingual (class in nemo_curator.tasks) MultiRC (class in nemo_curator.tasks) N n_clusters (nemo_curator.SemDedupConfig attribute) named_nemo_modules() (nemo.core.ModelPT method) NBestHypotheses (class in nemo.collections.asr.parts.utils.rnnt_utils) NeMoBertModel (class in nemo.collections.nlp.models.language_modeling.megatron.bert.bert_model) NemoDeployClient (class in nemo_curator) NemotronFormatter (class in nemo_curator.synthetic) NemotronGenerator (class in nemo_curator.synthetic) NeuralModule (class in nemo.core) (class in nemo.core.classes.module) NeuralType (class in nemo.core.neural_types) NeuralTypeComparisonResult (class in nemo.core.neural_types.comparison) NLPAdapterModelMixin (class in nemo.collections.nlp.parts.mixins.nlp_adapter_mixins) nnodes() (nemo_run.core.execution.base.Executor method) (nemo_run.core.execution.local.LocalExecutor method) (nemo_run.core.execution.skypilot.SkypilotExecutor method) (nemo_run.core.execution.slurm.SlurmExecutor method) NODE_RANK_VAR (nemo_run.core.execution.skypilot.SkypilotExecutor attribute) (nemo_run.core.execution.slurm.SlurmExecutor attribute) nodes (nemo_run.core.execution.slurm.SlurmExecutor attribute) (nemo_run.core.execution.slurm.SlurmExecutor.ResourceRequest attribute) NoFormat (class in nemo_curator.synthetic) NoisePerturbation (class in nemo.collections.asr.parts.preprocessing.perturb) NonAlphaNumericFilter (class in nemo_curator.filters) nproc_per_node() (nemo_run.core.execution.base.Executor method) (nemo_run.core.execution.local.LocalExecutor method) (nemo_run.core.execution.skypilot.SkypilotExecutor method) (nemo_run.core.execution.slurm.SlurmExecutor method) NPROC_PER_NODE_VAR (nemo_run.core.execution.skypilot.SkypilotExecutor attribute) (nemo_run.core.execution.slurm.SlurmExecutor attribute) NsfwClassifier (class in nemo_curator.image.classifiers) ntasks_per_node (nemo_run.core.execution.local.LocalExecutor attribute) (nemo_run.core.execution.slurm.SlurmExecutor attribute) (nemo_run.core.execution.slurm.SlurmExecutor.ResourceRequest attribute) num_files (nemo_curator.SemDedupConfig attribute) num_nodes (nemo_run.core.execution.skypilot.SkypilotExecutor attribute) NUM_NODES_VAR (nemo_run.core.execution.skypilot.SkypilotExecutor attribute) (nemo_run.core.execution.slurm.SlurmExecutor attribute) num_weights (nemo.core.ModelPT property) (nemo.core.NeuralModule property) NumberOfLinesOfCodeFilter (class in nemo_curator.filters) NumbersFilter (class in nemo_curator.filters) NumDasc (class in nemo_curator.tasks) O on_fit_start() (nemo.core.ModelPT method) on_load_checkpoint() (nemo.collections.nlp.models.language_modeling.megatron_bert_model.MegatronBertModel method) (nemo.collections.nlp.models.language_modeling.megatron_gpt_model.MegatronGPTModel method) on_predict_end() (nemo.core.ModelPT method) on_save_checkpoint() (nemo.collections.nlp.models.language_modeling.megatron_bert_model.MegatronBertModel method) (nemo.collections.nlp.models.language_modeling.megatron_gpt_model.MegatronGPTModel method) on_test_end() (nemo.core.ModelPT method) on_test_epoch_end() (nemo.core.ModelPT method) on_train_batch_end() (nemo.core.ModelPT method) on_train_batch_start() (nemo.core.ModelPT method) on_train_end() (nemo.core.ModelPT method) on_train_start() (nemo.core.ModelPT method) on_validation_epoch_end() (nemo.core.ModelPT method) open_mode (nemo_run.core.execution.slurm.SlurmExecutor attribute) OpenAIClient (class in nemo_curator) OpenBookQA (class in nemo_curator.tasks) output_types (nemo.collections.asr.data.audio_to_text.AudioToBPEDataset property) (nemo.collections.asr.data.audio_to_text.AudioToCharDataset property) (nemo.collections.asr.models.EncDecDenoiseMaskedTokenPredModel property) (nemo.collections.asr.models.SLUIntentSlotBPEModel property) (nemo.collections.asr.models.SpeechEncDecSelfSupervisedModel property) (nemo.collections.asr.modules.AudioToMelSpectrogramPreprocessor property) (nemo.collections.asr.modules.AudioToMFCCPreprocessor property) (nemo.collections.asr.modules.ConformerEncoder property) (nemo.collections.asr.modules.ConvASRDecoder property) (nemo.collections.asr.modules.ConvASRDecoderClassification property) (nemo.collections.asr.modules.ConvASREncoder property) (nemo.collections.asr.modules.CropOrPadSpectrogramAugmentation property) (nemo.collections.asr.modules.RNNEncoder property) (nemo.collections.asr.modules.RNNTDecoder property) (nemo.collections.asr.modules.RNNTJoint property) (nemo.collections.asr.modules.SpeakerDecoder property) (nemo.collections.asr.modules.SpectrogramAugmentation property) (nemo.collections.asr.modules.SqueezeformerEncoder property) (nemo.collections.asr.modules.StatelessTransducerDecoder property) (nemo.collections.asr.parts.submodules.ctc_greedy_decoding.GreedyCTCInfer property) (nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer property) (nemo.collections.tts.models.FastPitchModel property) (nemo.collections.tts.models.HifiGanModel property) (nemo.collections.tts.models.MixerTTSModel property) (nemo.collections.tts.models.Tacotron2Model property) (nemo.collections.tts.models.TwoStagesModel property) (nemo.collections.tts.models.UnivNetModel property) (nemo.collections.tts.models.WaveGlowModel property) output_types_for_export (nemo.collections.asr.modules.ConformerEncoder property) P package() (nemo_run.core.execution.skypilot.SkypilotExecutor method) (nemo_run.core.execution.slurm.SlurmExecutor method) (nemo_run.core.packaging.base.Packager method) (nemo_run.core.packaging.git.GitArchivePackager method) package_configs() (nemo_run.core.execution.base.Executor method) (nemo_run.core.execution.skypilot.SkypilotExecutor method) (nemo_run.core.execution.slurm.SlurmExecutor method) Packager (class in nemo_run.core.packaging.base) packager (nemo_run.core.execution.base.Executor attribute) (nemo_run.core.execution.skypilot.SkypilotExecutor attribute) (nemo_run.core.execution.slurm.SlurmExecutor attribute) (nemo_run.core.execution.slurm.SlurmExecutor.ResourceRequest attribute) pad_audio() (nemo.collections.tts.models.AudioCodecModel method) ParenthesesFilter (class in nemo_curator.filters) parse() (nemo.collections.tts.models.base.SpectrogramGenerator method) (nemo.collections.tts.models.FastPitchModel method) (nemo.collections.tts.models.MixerTTSModel method) (nemo.collections.tts.models.RadTTSModel method) (nemo.collections.tts.models.Tacotron2Model method) parse_app() (nemo_run.core.execution.skypilot.SkypilotExecutor class method) parse_deps() (nemo_run.core.execution.slurm.SlurmExecutor method) Partial (class in nemo_run.config) partition (nemo_run.core.execution.slurm.SlurmExecutor attribute) path (nemo_run.config.Script attribute) PerExtensionFilter (class in nemo_curator.filters) Perplexity (class in nemo.collections.common.metrics) perturb() (nemo.collections.asr.parts.preprocessing.perturb.NoisePerturbation method) perturb_with_foreground_noise() (nemo.collections.asr.parts.preprocessing.perturb.NoisePerturbation method) perturb_with_input_noise() (nemo.collections.asr.parts.preprocessing.perturb.NoisePerturbation method) PiiModifier (class in nemo_curator.modifiers) pip_installs (nemo_run.core.packaging.git.GitArchivePackager attribute) PIQA (class in nemo_curator.tasks) PornographicUrlsFilter (class in nemo_curator.filters) ports (nemo_run.core.execution.skypilot.SkypilotExecutor attribute) PositionalEncodingAdapter (class in nemo.collections.asr.parts.submodules.adapters.multi_head_attention_adapter_module) postprocess() (nemo_curator.image.classifiers.AestheticClassifier method) (nemo_curator.image.classifiers.ImageClassifier method) (nemo_curator.image.classifiers.NsfwClassifier method) pre_command (nemo_run.core.tunnel.client.SSHTunnel attribute) pred_column (nemo_curator.classifiers.DomainClassifier attribute) (nemo_curator.classifiers.FineWebEduClassifier attribute) (nemo_curator.classifiers.QualityClassifier attribute) predict() (nemo.collections.asr.modules.RNNTDecoder method) (nemo.collections.asr.modules.StatelessTransducerDecoder method) prefix_search() (nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer method) prepare_task_ngram_count() (nemo_curator.TaskDecontamination method) prepare_test() (nemo.core.ModelPT method) prob_column (nemo_curator.classifiers.DomainClassifier attribute) (nemo_curator.classifiers.QualityClassifier attribute) profile_dir (nemo_curator.SemDedupConfig attribute) project_encoder() (nemo.collections.asr.modules.RNNTJoint method) project_prednet() (nemo.collections.asr.modules.RNNTJoint method) propagate_model_guid() (nemo.core.ModelPT method) PunctuationFilter (class in nemo_curator.filters) push_to_hf_hub() (nemo.core.classes.mixins.hf_io_mixin.HuggingFaceFileIO method) put() (nemo_run.core.tunnel.client.LocalTunnel method) (nemo_run.core.tunnel.client.SSHTunnel method) python (nemo_run.config.Script attribute) PythonCommentToCodeFilter (class in nemo_curator.filters) Q qos (nemo_run.core.execution.slurm.SlurmExecutor attribute) Quac (class in nemo_curator.tasks) QualityClassifier (class in nemo_curator.classifiers) quantize() (nemo.collections.tts.models.AudioCodecModel method) query_reward_model() (nemo_curator.AsyncOpenAIClient method) (nemo_curator.NemoDeployClient method) (nemo_curator.OpenAIClient method) R Race (class in nemo_curator.tasks) RadTTSModel (class in nemo.collections.tts.models) random_generator() (nemo.collections.common.data.dataset.ConcatDataset static method) rank_heartbeat_timeout (nemo_run.core.execution.base.FaultTolerance attribute) rank_termination_signal (nemo_run.core.execution.base.FaultTolerance attribute) rdzv_backend (nemo_run.core.execution.base.FaultTolerance attribute) (nemo_run.core.execution.base.Torchrun attribute) rdzv_port (nemo_run.core.execution.base.FaultTolerance attribute) (nemo_run.core.execution.base.Torchrun attribute) recombine_hypotheses() (nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer method) Record (class in nemo_curator.tasks) ref (nemo_run.core.packaging.git.GitArchivePackager attribute) region (nemo_run.core.execution.skypilot.SkypilotExecutor attribute) register_accessible_tensor() (nemo.core.classes.mixins.access_mixins.AccessMixin method) register_artifact() (nemo.collections.asr.models.EncDecClassificationModel method) (nemo.collections.asr.models.EncDecCTCModel method) (nemo.collections.asr.models.EncDecCTCModelBPE method) (nemo.collections.asr.models.EncDecRNNTBPEModel method) (nemo.collections.asr.models.EncDecRNNTModel method) (nemo.collections.asr.models.EncDecSpeakerLabelModel method) (nemo.core.connectors.save_restore_connector.SaveRestoreConnector method) (nemo.core.ModelPT method) register_nemo_submodule() (nemo.core.ModelPT method) register_optimizer() (in module nemo.core.optim.optimizers) register_scheduler() (in module nemo.core.optim.lr_scheduler) RelPositionalEncodingAdapter (class in nemo.collections.asr.parts.submodules.adapters.multi_head_attention_adapter_module) RelPositionMultiHeadAttentionAdapter (class in nemo.collections.asr.parts.submodules.adapters.multi_head_attention_adapter_module) RepeatedLinesByCharFilter (class in nemo_curator.filters) RepeatedLinesFilter (class in nemo_curator.filters) RepeatedParagraphsByCharFilter (class in nemo_curator.filters) RepeatedParagraphsFilter (class in nemo_curator.filters) RepeatingDuplicateNGramsFilter (class in nemo_curator.filters) RepeatingTopNGramsFilter (class in nemo_curator.filters) replace_adapter_compatible_modules() (nemo.core.adapter_mixins.AdapterModelPTMixin method) reset() (nemo_run.run.experiment.Experiment method) reset_registry() (nemo.core.classes.mixins.access_mixins.AccessMixin method) ResiliparseExtractor (class in nemo_curator.download) resolve_adapter_module_name_() (nemo.core.adapter_mixins.AdapterModuleMixin method) resolve_joint_output() (nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer method) resource_group (nemo_run.core.execution.slurm.SlurmExecutor attribute) restore_from() (nemo.collections.asr.models.ClusteringDiarizer class method) (nemo.collections.asr.modules.AudioToMelSpectrogramPreprocessor class method) (nemo.collections.asr.modules.AudioToMFCCPreprocessor class method) (nemo.collections.asr.modules.CropOrPadSpectrogramAugmentation class method) (nemo.core.connectors.save_restore_connector.SaveRestoreConnector method) (nemo.core.ModelPT class method) retries (nemo_run.core.execution.base.Executor attribute) RETRODataset (class in nemo.collections.nlp.data.language_modeling.megatron.retro_dataset) revise_open_qa() (nemo_curator.synthetic.AsyncNemotronGenerator method) (nemo_curator.synthetic.NemotronGenerator method) revise_writing_tasks() (nemo_curator.synthetic.AsyncNemotronGenerator method) (nemo_curator.synthetic.NemotronGenerator method) RirAndNoisePerturbation (class in nemo.collections.asr.parts.preprocessing.perturb) RNNEncoder (class in nemo.collections.asr.modules) RNNTBPEDecoding (class in nemo.collections.asr.parts.submodules.rnnt_decoding) RNNTDecoder (class in nemo.collections.asr.modules) RNNTDecoding (class in nemo.collections.asr.parts.submodules.rnnt_decoding) RNNTJoint (class in nemo.collections.asr.modules) round_robin_generator() (nemo.collections.common.data.dataset.ConcatDataset static method) RTE (class in nemo_curator.tasks) run() (nemo_run.core.tunnel.client.LocalTunnel method) (nemo_run.core.tunnel.client.SSHTunnel method) (nemo_run.run.experiment.Experiment method) run_closed_qa_pipeline() (nemo_curator.synthetic.AsyncNemotronGenerator method) (nemo_curator.synthetic.NemotronGenerator method) run_math_pipeline() (nemo_curator.synthetic.AsyncNemotronGenerator method) (nemo_curator.synthetic.NemotronGenerator method) run_open_qa_pipeline() (nemo_curator.synthetic.AsyncNemotronGenerator method) (nemo_curator.synthetic.NemotronGenerator method) run_python_pipeline() (nemo_curator.synthetic.AsyncNemotronGenerator method) (nemo_curator.synthetic.NemotronGenerator method) run_writing_pipeline() (nemo_curator.synthetic.AsyncNemotronGenerator method) (nemo_curator.synthetic.NemotronGenerator method) S sampled_joint() (nemo.collections.asr.modules.SampledRNNTJoint method) SampledRNNTJoint (class in nemo.collections.asr.modules) save_adapters() (nemo.core.adapter_mixins.AdapterModelPTMixin method) save_asr_model_to() (nemo.collections.asr.models.hybrid_asr_tts_models.ASRWithTTSModel method) save_metadata() (nemo_curator.datasets.ImageTextPairDataset method) save_to() (nemo.collections.asr.models.ClusteringDiarizer method) (nemo.collections.asr.modules.AudioToMelSpectrogramPreprocessor method) (nemo.collections.asr.modules.AudioToMFCCPreprocessor method) (nemo.collections.asr.modules.CropOrPadSpectrogramAugmentation method) (nemo.core.connectors.save_restore_connector.SaveRestoreConnector method) (nemo.core.ModelPT method) save_tokenizers() (nemo.collections.asr.parts.mixins.mixins.ASRBPEMixin method) SaveRestoreConnector (class in nemo.core.connectors.save_restore_connector) SBATCH_FLAGS (nemo_run.core.execution.slurm.SlurmExecutor attribute) Score (class in nemo_curator) score_document() (nemo_curator.filters.AlphaFilter method) (nemo_curator.filters.BoilerPlateStringFilter method) (nemo_curator.filters.BulletsFilter method) (nemo_curator.filters.CommonEnglishWordsFilter method) (nemo_curator.filters.DocumentFilter method) (nemo_curator.filters.EllipsisFilter method) (nemo_curator.filters.FastTextLangId method) (nemo_curator.filters.FastTextQualityFilter method) (nemo_curator.filters.GeneralCommentToCodeFilter method) (nemo_curator.filters.HTMLBoilerplateFilter method) (nemo_curator.filters.LongWordFilter method) (nemo_curator.filters.MeanWordLengthFilter method) (nemo_curator.filters.NonAlphaNumericFilter method) (nemo_curator.filters.NumberOfLinesOfCodeFilter method) (nemo_curator.filters.NumbersFilter method) (nemo_curator.filters.ParenthesesFilter method) (nemo_curator.filters.PerExtensionFilter method) (nemo_curator.filters.PornographicUrlsFilter method) (nemo_curator.filters.PunctuationFilter method) (nemo_curator.filters.PythonCommentToCodeFilter method) (nemo_curator.filters.RepeatedLinesByCharFilter method) (nemo_curator.filters.RepeatedLinesFilter method) (nemo_curator.filters.RepeatedParagraphsByCharFilter method) (nemo_curator.filters.RepeatedParagraphsFilter method) (nemo_curator.filters.RepeatingDuplicateNGramsFilter method) (nemo_curator.filters.RepeatingTopNGramsFilter method) (nemo_curator.filters.SymbolsToWordsFilter method) (nemo_curator.filters.TokenizerFertilityFilter method) (nemo_curator.filters.UrlsFilter method) (nemo_curator.filters.WhiteSpaceFilter method) (nemo_curator.filters.WordCountFilter method) (nemo_curator.filters.WordsWithoutAlphabetsFilter method) (nemo_curator.filters.XMLHeaderFilter method) score_hypothesis() (nemo.collections.asr.modules.RNNTDecoder method) (nemo.collections.asr.modules.StatelessTransducerDecoder method) ScoreFilter (class in nemo_curator) Script (class in nemo_run.config) search_huggingface_models() (nemo.core.classes.mixins.hf_io_mixin.HuggingFaceFileIO class method) seed (nemo_curator.SemDedupConfig attribute) SemanticClusterLevelDedup (class in nemo_curator) SemDedup (class in nemo_curator) SemDedupConfig (class in nemo_curator) SentencePieceTokenizer (class in nemo.collections.common.tokenizers) Sequential (class in nemo_curator) set_accepted_adapter_types() (nemo.core.adapter_mixins.AdapterModuleMixin method) set_decoding_type() (nemo.collections.asr.parts.submodules.ctc_beam_decoding.BeamCTCInfer method) set_enabled_adapters() (nemo.core.adapter_mixins.AdapterModelPTMixin method) (nemo.core.adapter_mixins.AdapterModuleMixin method) set_export_config() (nemo.core.classes.exportable.Exportable method) set_interctc_enabled() (nemo.collections.asr.parts.mixins.interctc_mixin.InterCTCMixin method) set_interctc_param() (nemo.collections.asr.parts.mixins.interctc_mixin.InterCTCMixin method) set_max_audio_length() (nemo.collections.asr.modules.ConformerEncoder method) (nemo.collections.asr.modules.SqueezeformerEncoder method) set_semantic_check_enabled() (nemo.core.classes.common.typecheck static method) set_trainer() 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