Index

_

__add__() (cerebras.modelzoo.data_preparation.nlp.extractive_summarisation_utils.BertInputFeatures method) (cerebras.modelzoo.data_preparation.nlp.write_csv_ner.InputFeatures method) (cerebras.modelzoo.data_preparation.utils.maskedLmInstance method) __call__() (cerebras.modelzoo.data.common.h5_map_dataset.dataset.HDF5DatasetConfig method) (cerebras.modelzoo.data.common.h5_map_dataset.dataset.MultiModalHDF5DatasetConfig method) (cerebras.modelzoo.data.common.h5_map_dataset.dataset.MultimodalSimpleHDF5DatasetConfig method) (cerebras.modelzoo.data.common.HDF5IterableDataset.HDF5IterableDatasetConfig method) (cerebras.modelzoo.data.vision.masked_auto_encoding.MAEProcessor.MAEProcessorConfig method) (cerebras.modelzoo.data_preparation.data_preprocessing.custom_tokenizer_example.CustomLlama3Tokenizer.CustomLlama3Tokenizer method)

__mul__() (cerebras.modelzoo.data_preparation.nlp.extractive_summarisation_utils.BertInputFeatures method) (cerebras.modelzoo.data_preparation.nlp.write_csv_ner.InputFeatures method) (cerebras.modelzoo.data_preparation.utils.maskedLmInstance method) _get_closed_form() (cerebras.pytorch.optim.scheduler.Scheduler method) _grad_hook() (cerebras.pytorch.sparse.SparsityAlgorithm method)

A

accumulate_and_yield() (cerebras.modelzoo.data_preparation.data_preprocessing.data_reader.Reader method) AccuracyMetric (class in cerebras.pytorch.metrics) act_memory_gi (cerebras.pytorch.backends.csx.debug attribute) Adadelta (class in cerebras.pytorch.optim) Adafactor (class in cerebras.pytorch.optim) Adagrad (class in cerebras.pytorch.optim) Adam (class in cerebras.pytorch.optim) Adamax (class in cerebras.pytorch.optim) AdamW (class in cerebras.pytorch.optim) add() (cerebras.modelzoo.data_preparation.data_preprocessing.data_reader.DataFrame method) (cerebras.pytorch.sparse.Group method) add_common_args() (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) add_common_parser_args() (in module cerebras.modelzoo.data_preparation.nlp.bert.parser_utils) add_csx_arguments() (in module cerebras.modelzoo.common.utils.run.cli_parser) add_dpo_args() (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) add_general_arguments() (in module cerebras.modelzoo.common.utils.run.cli_parser) add_gpu_arguments() (in module cerebras.modelzoo.common.utils.run.cli_parser) add_llava_common_args() (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) add_llava_phase_1_args() (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) add_llava_phase_2_args() (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) add_lm_args() (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) add_mlm_nsp_specific_args() (in module cerebras.modelzoo.data_preparation.nlp.bert.parser_utils) add_mlm_only_specific_args() (in module cerebras.modelzoo.data_preparation.nlp.bert.parser_utils) add_multimodal_args() (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) add_preprocess_args() (in module cerebras.modelzoo.data_preparation.data_preprocessing.utils) add_run_args() (in module cerebras.modelzoo.cli.utils) add_sample() (cerebras.modelzoo.common.utils.input.utils.SamplesSaver method) add_summarization_args() (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) add_summarization_vsl_args() (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) add_tensor() (cerebras.pytorch.utils.tensorboard.SummaryWriter method) add_token() (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_base_preprocessor.HDF5BasePreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_curation_corpus_preprocessor.CurationCorpusPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.FIMDataPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.LlavaBasePreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.LlavaPhaseOnePreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.LlavaPhaseTwoPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.LMDataPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.SummarizationPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.VSLLMDataPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.VSLSummarizationPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_nlg_preprocessor.NLGPreprocessor method) adjust_brightness_transform() (in module cerebras.modelzoo.data.vision.segmentation.preprocessing_utils) aggregate_state_dict() (cerebras.modelzoo.data.common.restartable_dataloader.RestartableDataLoader method) (cerebras.pytorch.utils.data.RestartableDataLoader method) all_callbacks (cerebras.modelzoo.Trainer property) already_shuffled() (cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets.Dataset method) (cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets.RedPajamaArXivDataset method) (cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets.RedPajamaBooksDataset method) (cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets.RedPajamaC4Dataset method) (cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets.RedPajamaCommonCrawlDataset method) (cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets.RedPajamaGithubDataset method) (cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets.RedPajamaReplication method) (cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets.RedPajamaStackExchangeDataset method) (cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets.RedPajamaWikipediaDataset method) append_df_to_hdf5() (cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor.DataPreprocessor method) append_eos_to_multiple_semantic_regions() (in module cerebras.modelzoo.data_preparation.data_preprocessing.utils) append_within_max_length() (cerebras.modelzoo.data_preparation.data_preprocessing.vsl_finetuning_token_generator.VSLFinetuningTokenGenerator method) (cerebras.modelzoo.data_preparation.data_preprocessing.vsl_pretraining_token_generator.VSLPretrainingTokenGenerator method) apply() (cerebras.pytorch.optim.Optimizer method) (cerebras.pytorch.sparse.SparsityAlgorithm method) apply_transform_to_files() (in module cerebras.modelzoo.data_preparation.vision.unet.resize_inria_files) args_to_params() (in module cerebras.modelzoo.data_preparation.data_preprocessing.utils) ArtifactDirCallback (class in cerebras.modelzoo.trainer.callbacks) ASGD (class in cerebras.pytorch.optim) AssistantCLI (class in cerebras.modelzoo.cli.assistant_cli) attempt_mup_to_sp() (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter_UnpackedHF_PackedCS method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForQuestionAnswering_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForQuestionAnswering_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForQuestionAnswering_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForSequenceClassification_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForSequenceClassification_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForSequenceClassification_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForTokenClassification_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForTokenClassification_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForTokenClassification_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.ConfigConverter_BloomModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.ConfigConverter_BloomModel_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.ConfigConverter_BloomModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.ConfigConverter_BloomModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.clip_vit.ConfigConverter_CLIPViT_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.dpo.ConfigConverter_DPO_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverter_DPR_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverter_DPR_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverter_DPRModel_HF_CS22 method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverter_DPRModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverterEncoder_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.dragon_plus.ConfigConverter_Dragon_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.dragon_plus.ConfigConverter_DragonModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.esm2.ConfigConverter_Esm2_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon.ConfigConverter_Falcon_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon.ConfigConverter_Falcon_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_180b.ConfigConverter_Falcon_180B_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_180b.ConfigConverter_Falcon_180B_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_40b.ConfigConverter_Falcon_40B_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_7b.ConfigConverter_Falcon_7B_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.gemma2.ConfigConverter_Gemma2_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.ConfigConverter_GPT2Model_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.ConfigConverter_GPT2Model_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.ConfigConverter_GPT2Model_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.ConfigConverter_GPT2Model_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.ConfigConverter_GPT_Neox_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.ConfigConverter_GPT_Neox_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.ConfigConverter_GPT_Neox_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.ConfigConverter_GPT_Neox_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.ConfigConverter_GPTJModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.ConfigConverter_GPTJModel_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.ConfigConverter_GPTJModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.ConfigConverter_GPTJModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.ConfigConverter_LLaMa_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.ConfigConverter_LLaMa_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.ConfigConverter_LLaMa_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.llava.ConfigConverter_LLaMaProjector_HF_CS22 method) (cerebras.modelzoo.tools.checkpoint_converters.llava.ConfigConverter_LLaVA_HF_CS22 method) (cerebras.modelzoo.tools.checkpoint_converters.mistral.ConfigConverter_Mistral_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.mixtral.ConfigConverter_Mixtral_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mm_simple.ConfigConverter_MMSimple_LLaVA_CLIPViT_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mm_simple.ConfigConverter_MMSimple_LLaVA_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mm_simple.ConfigConverter_MMSimple_LLaVA_HF_CS24 method) (cerebras.modelzoo.tools.checkpoint_converters.mm_simple.ConfigConverter_MMSimple_LLaVA_LLaMa_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.roberta.ConfigConverter_Roberta_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.roberta.ConfigConverter_Roberta_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.ConfigConverter_Codegen_Model_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.ConfigConverter_Codegen_Model_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.ConfigConverter_Codegen_Model_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.ConfigConverter_SantacoderModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.ConfigConverter_SantacoderModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.ConfigConverter_StarcoderModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.ConfigConverter_StarcoderModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.vit.ConfigConverter_ViT_Core_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.vit.ConfigConverter_ViT_HF_CS21 method)

augment_brightness_multiplicative() (in module cerebras.modelzoo.data.vision.segmentation.transforms.color_augmentations) augment_contrast() (in module cerebras.modelzoo.data.vision.segmentation.transforms.color_augmentations) augment_gamma() (in module cerebras.modelzoo.data.vision.segmentation.transforms.color_augmentations) augment_gaussian_noise() (in module cerebras.modelzoo.data.vision.segmentation.transforms.noise_augmentations) augment_linear_downsampling_scipy() (in module cerebras.modelzoo.data.vision.segmentation.transforms.resample_augmentations) autocast_context_manager() (cerebras.modelzoo.trainer.callbacks.Precision method)

B

backend() (in module cerebras.pytorch) BackendCallback (class in cerebras.modelzoo.trainer.callbacks) backward() (cerebras.modelzoo.Trainer method) (cerebras.modelzoo.trainer.callbacks.Precision method) base_val (cerebras.pytorch.optim.lr_scheduler.CyclicLR property) BaseCheckpointConverter (class in cerebras.modelzoo.tools.checkpoint_converters.base_converter) BaseCheckpointConverter_CS18_CS19 (class in cerebras.modelzoo.tools.checkpoint_converters.base_converter) BaseCheckpointConverter_CS19_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.base_converter) BaseCheckpointConverter_CS20_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.base_converter) BaseCheckpointConverter_CS21_CS22 (class in cerebras.modelzoo.tools.checkpoint_converters.base_converter) BaseCheckpointConverter_CS22_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.base_converter) BaseCheckpointConverter_CS23_CS24 (class in cerebras.modelzoo.tools.checkpoint_converters.base_converter) BaseCheckpointConverter_CS_CS (class in cerebras.modelzoo.tools.checkpoint_converters.base_converter) BaseCheckpointConverter_HF_CS (class in cerebras.modelzoo.tools.checkpoint_converters.base_converter) BaseCheckpointConverter_UnpackedHF_PackedCS (class in cerebras.modelzoo.tools.checkpoint_converters.base_converter) BaseConfig (class in cerebras.modelzoo.config.base_config) BaseConfigConverter (class in cerebras.modelzoo.tools.checkpoint_converters.base_converter) BaseConfigConverter_CS18_CS19 (class in cerebras.modelzoo.tools.checkpoint_converters.base_converter) BaseConfigConverter_CS19_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.base_converter) BaseConfigConverter_CS20_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.base_converter) BaseConfigConverter_CS21_CS22 (class in cerebras.modelzoo.tools.checkpoint_converters.base_converter) BaseConfigConverter_CS22_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.base_converter) BaseConfigConverter_CS23_CS24 (class in cerebras.modelzoo.tools.checkpoint_converters.base_converter) BaseConfigConverter_CS_CS (class in cerebras.modelzoo.tools.checkpoint_converters.base_converter) BaseConfigConverter_HF_CS (class in cerebras.modelzoo.tools.checkpoint_converters.base_converter) BaseConfigConverter_UnpackedHF_PackedCS (class in cerebras.modelzoo.tools.checkpoint_converters.base_converter) BaseDictionaryConverter (class in cerebras.modelzoo.tools.checkpoint_converters.base_converter) BaseTokenizer (class in cerebras.modelzoo.data_preparation.nlp.tokenizers.Tokenization) batch_metrics (cerebras.pytorch.utils.benchmark.utils.dataloader.EpochMetrics attribute) batch_size (cerebras.modelzoo.data.common.GenericDataProcessor.GenericDataProcessorConfig attribute) (cerebras.modelzoo.data.common.h5_map_dataset.dataset.HDF5DatasetConfig attribute) (cerebras.modelzoo.data.common.HDF5IterableDataset.HDF5IterableDatasetConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertClassifierDataProcessor.ClassifierDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertCSVDataProcessor.BertCSVDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertCSVDynamicMaskDataProcessor.BertCSVDynamicMaskDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertSumCSVDataProcessor.BertSumCSVDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertTokenClassifierDataProcessor.BertTokenClassifierDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.GptHDF5DataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.t5.config.T5HDF5DataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.t5.T5DynamicDataProcessor.T5DynamicDataProcessorConfig attribute) (cerebras.modelzoo.data.vision.classification.dataset_factory.VisionClassificationProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig attribute) (cerebras.modelzoo.data.vision.segmentation.Hdf5BaseDataProcessor.Hdf5BaseDataProcessorConfig attribute) (cerebras.modelzoo.data_preparation.huggingface.HuggingFaceDataProcessor.HuggingFaceDataProcessorConfig attribute) (cerebras.modelzoo.data_preparation.raw_dataset_processor.RawDatasetProcessor.RawDatasetProcessorConfig attribute)

batch_specs (cerebras.pytorch.utils.benchmark.utils.dataloader.Metrics attribute) BatchMetrics (class in cerebras.pytorch.utils.benchmark.utils.dataloader) Bbox (class in cerebras.modelzoo.data.multimodal.datasets.features) benchmark_dataloader() (in module cerebras.pytorch.utils.benchmark) BertCSVDataProcessor (class in cerebras.modelzoo.data.nlp.bert.BertCSVDataProcessor) BertCSVDataProcessorConfig (class in cerebras.modelzoo.data.nlp.bert.BertCSVDataProcessor) BertCSVDynamicMaskDataProcessor (class in cerebras.modelzoo.data.nlp.bert.BertCSVDynamicMaskDataProcessor) BertCSVDynamicMaskDataProcessorConfig (class in cerebras.modelzoo.data.nlp.bert.BertCSVDynamicMaskDataProcessor) BertCSVFormatter (class in cerebras.modelzoo.data_preparation.nlp.extractive_summarisation_utils) BertData (class in cerebras.modelzoo.data_preparation.nlp.bert.bertsum_data_processor) BertHDF5DataProcessor (class in cerebras.modelzoo.data.nlp.bert.BertHDF5DataProcessor) BertHDF5DataProcessorConfig (class in cerebras.modelzoo.data.nlp.bert.BertHDF5DataProcessor) BertInputFeatures (class in cerebras.modelzoo.data_preparation.nlp.extractive_summarisation_utils) BertPretrainModelLoss (class in cerebras.modelzoo.losses.BertPretrainModelLoss) BertSumCSVDataProcessor (class in cerebras.modelzoo.data.nlp.bert.BertSumCSVDataProcessor) BertSumCSVDataProcessorConfig (class in cerebras.modelzoo.data.nlp.bert.BertSumCSVDataProcessor) BertTokenClassifierDataProcessor (class in cerebras.modelzoo.data.nlp.bert.BertTokenClassifierDataProcessor) BertTokenClassifierDataProcessorConfig (class in cerebras.modelzoo.data.nlp.bert.BertTokenClassifierDataProcessor) big_code_parser() (in module cerebras.modelzoo.common.run_bigcode_eval_harness) BigCodeCLIArgs (class in cerebras.modelzoo.trainer.extensions.bigcode) BigCodeEvalHarness (class in cerebras.modelzoo.trainer.extensions.bigcode) BPETokenizer (class in cerebras.modelzoo.data_preparation.nlp.tokenizers.BPETokenizer) BrightnessMultiplicativeTransform (class in cerebras.modelzoo.data.vision.segmentation.transforms.color_transforms) bucketed_batch() (in module cerebras.modelzoo.common.input_utils) buckets (cerebras.modelzoo.data.nlp.bert.BertCSVDataProcessor.BertCSVDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertCSVDynamicMaskDataProcessor.BertCSVDynamicMaskDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.t5.T5DynamicDataProcessor.T5DynamicDataProcessorConfig attribute) BufferedShuffleDataset (class in cerebras.modelzoo.common.pytorch_utils) Build_HF_CS_Converter_WithOptionalModel() (in module cerebras.modelzoo.tools.checkpoint_converters.helper) build_tokenized_answer() (cerebras.modelzoo.data_preparation.data_preprocessing.dpo_token_generator.DPOTokenGenerator method) build_vocab() (in module cerebras.modelzoo.data.nlp.bert.bert_utils) bytes_to_unicode() (in module cerebras.modelzoo.data_preparation.nlp.tokenizers.BPETokenizer)

C

calculate_total_chunks() (cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor.DataPreprocessor method) calculate_total_size() (cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor.DataPreprocessor method) call() (cerebras.modelzoo.Trainer method) Callback (class in cerebras.modelzoo.trainer.callbacks) Caltech101 (class in cerebras.modelzoo.data.vision.classification.data.caltech101) Caltech101Processor (class in cerebras.modelzoo.data.vision.classification.data.caltech101) Caltech101ProcessorConfig (class in cerebras.modelzoo.data.vision.classification.data.caltech101) CategoricalDataset (class in cerebras.modelzoo.data.vision.diffusion.DiffusionLatentImageNet1KProcessor) cb16_to_fp32() (in module cerebras.modelzoo.common.half_dtype) center_crop() (in module cerebras.modelzoo.data.vision.segmentation.transforms.crop_and_pad_augmentations) cerebras.modelzoo module cerebras.modelzoo.cli module cerebras.modelzoo.cli.assistant_cli module cerebras.modelzoo.cli.config_mgmt_cli module cerebras.modelzoo.cli.data_info_cli module cerebras.modelzoo.cli.data_preprocess_cli module cerebras.modelzoo.cli.model_info_cli module cerebras.modelzoo.cli.utils module cerebras.modelzoo.common module cerebras.modelzoo.common.half_dtype module cerebras.modelzoo.common.input_utils module cerebras.modelzoo.common.mlops module cerebras.modelzoo.common.model_utils module cerebras.modelzoo.common.model_utils.count_lines module cerebras.modelzoo.common.pytorch_utils module cerebras.modelzoo.common.run_bigcode_eval_harness module cerebras.modelzoo.common.run_eleuther_eval_harness module cerebras.modelzoo.common.run_gpt_inference module cerebras.modelzoo.common.run_utils module cerebras.modelzoo.common.utils module cerebras.modelzoo.common.utils.input module cerebras.modelzoo.common.utils.input.utils module cerebras.modelzoo.common.utils.model module cerebras.modelzoo.common.utils.model.generation_utils module cerebras.modelzoo.common.utils.model.lora module cerebras.modelzoo.common.utils.model.transformer_utils module cerebras.modelzoo.common.utils.model.vocab_utils module cerebras.modelzoo.common.utils.run module cerebras.modelzoo.common.utils.run.cli_parser module cerebras.modelzoo.common.utils.run.cli_pytorch module cerebras.modelzoo.common.utils.run.utils module cerebras.modelzoo.common.utils.run.write_weight_summaries module cerebras.modelzoo.common.utils.utils module cerebras.modelzoo.config module cerebras.modelzoo.config.base_config module cerebras.modelzoo.config.data_config module cerebras.modelzoo.config.model_config module cerebras.modelzoo.config.named_config module cerebras.modelzoo.config.types module cerebras.modelzoo.config.utils module cerebras.modelzoo.data module cerebras.modelzoo.data.common module cerebras.modelzoo.data.common.config module cerebras.modelzoo.data.common.GenericDataProcessor module cerebras.modelzoo.data.common.h5_map_dataset module cerebras.modelzoo.data.common.h5_map_dataset.dataset module cerebras.modelzoo.data.common.h5_map_dataset.preprocess_pile module cerebras.modelzoo.data.common.h5_map_dataset.readers module cerebras.modelzoo.data.common.HDF5DataProcessor module cerebras.modelzoo.data.common.HDF5IterableDataProcessor module cerebras.modelzoo.data.common.HDF5IterableDataset module cerebras.modelzoo.data.common.input_utils module cerebras.modelzoo.data.common.restartable_dataloader module cerebras.modelzoo.data.common.SyntheticDataProcessor module cerebras.modelzoo.data.common.tensor_spec module cerebras.modelzoo.data.multimodal module cerebras.modelzoo.data.multimodal.clip module cerebras.modelzoo.data.multimodal.clip.ImageNet1KClipProcessor module cerebras.modelzoo.data.multimodal.datasets module cerebras.modelzoo.data.multimodal.datasets.BaseDataset module cerebras.modelzoo.data.multimodal.datasets.features module cerebras.modelzoo.data.multimodal.datasets.OpenImages module cerebras.modelzoo.data.multimodal.datasets.VQAv2 module cerebras.modelzoo.data.multimodal.llava module cerebras.modelzoo.data.multimodal.llava.LlavaHDF5MapDataProcessor module cerebras.modelzoo.data.multimodal.llava.MultimodalSimpleHDF5MapDataProcessor module cerebras.modelzoo.data.multimodal.tasks module cerebras.modelzoo.data.multimodal.tasks.VisualQuestionAnswering module cerebras.modelzoo.data.nlp module cerebras.modelzoo.data.nlp.bart module cerebras.modelzoo.data.nlp.bert module cerebras.modelzoo.data.nlp.bert.bert_utils module cerebras.modelzoo.data.nlp.bert.BertClassifierDataProcessor module cerebras.modelzoo.data.nlp.bert.BertCSVDataProcessor module cerebras.modelzoo.data.nlp.bert.BertCSVDynamicMaskDataProcessor module cerebras.modelzoo.data.nlp.bert.BertHDF5DataProcessor module cerebras.modelzoo.data.nlp.bert.BertSumCSVDataProcessor module cerebras.modelzoo.data.nlp.bert.BertTokenClassifierDataProcessor module cerebras.modelzoo.data.nlp.dpo module cerebras.modelzoo.data.nlp.dpo.DpoHDF5DataProcessor module cerebras.modelzoo.data.nlp.gpt module cerebras.modelzoo.data.nlp.gpt.config module cerebras.modelzoo.data.nlp.gpt.DummyDataProcessor module cerebras.modelzoo.data.nlp.gpt.DummyIterableDataProcessor module cerebras.modelzoo.data.nlp.gpt.GptHDF5DataProcessor module cerebras.modelzoo.data.nlp.gpt.HuggingFaceDataProcessorEli5 module cerebras.modelzoo.data.nlp.gpt.HuggingFaceIterableDataProcessorEli5 module cerebras.modelzoo.data.nlp.gpt.InferenceDataProcessor module cerebras.modelzoo.data.nlp.t5 module cerebras.modelzoo.data.nlp.t5.config module cerebras.modelzoo.data.nlp.t5.t5_utils module cerebras.modelzoo.data.nlp.t5.T5DynamicDataProcessor module cerebras.modelzoo.data.nlp.t5.T5HDF5DataProcessor module cerebras.modelzoo.data.nlp.transformer module cerebras.modelzoo.data.nlp.transformer.TransformerDynamicDataProcessor module cerebras.modelzoo.data.vision module cerebras.modelzoo.data.vision.classification module cerebras.modelzoo.data.vision.classification.data module cerebras.modelzoo.data.vision.classification.data.caltech101 module cerebras.modelzoo.data.vision.classification.data.cifar module cerebras.modelzoo.data.vision.classification.data.clevr module cerebras.modelzoo.data.vision.classification.data.dmlab module cerebras.modelzoo.data.vision.classification.data.dsprites module cerebras.modelzoo.data.vision.classification.data.dtd module cerebras.modelzoo.data.vision.classification.data.eurosat module cerebras.modelzoo.data.vision.classification.data.fgvc_aircraft module cerebras.modelzoo.data.vision.classification.data.flowers102 module cerebras.modelzoo.data.vision.classification.data.food101 module cerebras.modelzoo.data.vision.classification.data.imagenet module cerebras.modelzoo.data.vision.classification.data.imagenet21k module cerebras.modelzoo.data.vision.classification.data.kitti module cerebras.modelzoo.data.vision.classification.data.oxfordiiitpets module cerebras.modelzoo.data.vision.classification.data.patch_camelyon module cerebras.modelzoo.data.vision.classification.data.resisc45 module cerebras.modelzoo.data.vision.classification.data.retinopathy module cerebras.modelzoo.data.vision.classification.data.smallnorb module cerebras.modelzoo.data.vision.classification.data.stanfordcars module cerebras.modelzoo.data.vision.classification.data.sun397 module cerebras.modelzoo.data.vision.classification.data.svhn module cerebras.modelzoo.data.vision.classification.dataset_factory module cerebras.modelzoo.data.vision.classification.mixup module cerebras.modelzoo.data.vision.classification.sampler module cerebras.modelzoo.data.vision.diffusion module cerebras.modelzoo.data.vision.diffusion.config module cerebras.modelzoo.data.vision.diffusion.DiffusionBaseProcessor module cerebras.modelzoo.data.vision.diffusion.DiffusionImageNet1KProcessor module cerebras.modelzoo.data.vision.diffusion.DiffusionLatentImageNet1KProcessor module cerebras.modelzoo.data.vision.diffusion.dit_transforms module cerebras.modelzoo.data.vision.masked_auto_encoding module cerebras.modelzoo.data.vision.masked_auto_encoding.ImageNet1KMAEProcessor module cerebras.modelzoo.data.vision.masked_auto_encoding.ImageNet21KMAEProcessor module cerebras.modelzoo.data.vision.masked_auto_encoding.MAEProcessor module cerebras.modelzoo.data.vision.preprocessing module cerebras.modelzoo.data.vision.segmentation module cerebras.modelzoo.data.vision.segmentation.CityscapesDataProcessor module cerebras.modelzoo.data.vision.segmentation.Hdf5BaseDataProcessor module cerebras.modelzoo.data.vision.segmentation.Hdf5BaseIterDataProcessor module cerebras.modelzoo.data.vision.segmentation.Hdf5DataProcessor module cerebras.modelzoo.data.vision.segmentation.InriaAerialDataProcessor module cerebras.modelzoo.data.vision.segmentation.preprocessing_utils module cerebras.modelzoo.data.vision.segmentation.SeverstalBinaryClassDataProcessor module cerebras.modelzoo.data.vision.segmentation.SkmDataProcessor module cerebras.modelzoo.data.vision.segmentation.transforms module cerebras.modelzoo.data.vision.segmentation.transforms.color_augmentations module cerebras.modelzoo.data.vision.segmentation.transforms.color_transforms module cerebras.modelzoo.data.vision.segmentation.transforms.crop_and_pad_augmentations module cerebras.modelzoo.data.vision.segmentation.transforms.custom_transforms module cerebras.modelzoo.data.vision.segmentation.transforms.noise_augmentations module cerebras.modelzoo.data.vision.segmentation.transforms.noise_transforms module cerebras.modelzoo.data.vision.segmentation.transforms.resample_augmentations module cerebras.modelzoo.data.vision.segmentation.transforms.resample_transforms module cerebras.modelzoo.data.vision.segmentation.transforms.utility_transforms module cerebras.modelzoo.data.vision.segmentation.transforms.utils module cerebras.modelzoo.data.vision.segmentation.UNetDataProcessor module cerebras.modelzoo.data.vision.transforms module cerebras.modelzoo.data.vision.utils module cerebras.modelzoo.data_preparation module cerebras.modelzoo.data_preparation.data_preprocessing module cerebras.modelzoo.data_preparation.data_preprocessing.custom_hook_examples module cerebras.modelzoo.data_preparation.data_preprocessing.custom_hook_examples.custom_hooks module cerebras.modelzoo.data_preparation.data_preprocessing.custom_tokenizer_example module cerebras.modelzoo.data_preparation.data_preprocessing.custom_tokenizer_example.CustomLlama3Tokenizer module cerebras.modelzoo.data_preparation.data_preprocessing.data_dedup module cerebras.modelzoo.data_preparation.data_preprocessing.data_dedup.dedup module cerebras.modelzoo.data_preparation.data_preprocessing.data_dedup.deduplicate_dataset module cerebras.modelzoo.data_preparation.data_preprocessing.data_dedup.generate_connected_components module cerebras.modelzoo.data_preparation.data_preprocessing.data_dedup.generate_duplicate_pairs module cerebras.modelzoo.data_preparation.data_preprocessing.data_dedup.to_hash module cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor module cerebras.modelzoo.data_preparation.data_preprocessing.data_reader module cerebras.modelzoo.data_preparation.data_preprocessing.dpo_token_generator module cerebras.modelzoo.data_preparation.data_preprocessing.fim_token_generator module cerebras.modelzoo.data_preparation.data_preprocessing.finetuning_token_generator module cerebras.modelzoo.data_preparation.data_preprocessing.hooks module cerebras.modelzoo.data_preparation.data_preprocessing.nlg_token_generator module cerebras.modelzoo.data_preparation.data_preprocessing.preprocess_data module cerebras.modelzoo.data_preparation.data_preprocessing.pretraining_token_generator module cerebras.modelzoo.data_preparation.data_preprocessing.tokenflow module cerebras.modelzoo.data_preparation.data_preprocessing.tokenflow.launch_tokenflow module cerebras.modelzoo.data_preparation.data_preprocessing.tokenflow.tokenizer module cerebras.modelzoo.data_preparation.data_preprocessing.tokenflow.utils module cerebras.modelzoo.data_preparation.data_preprocessing.utils module cerebras.modelzoo.data_preparation.data_preprocessing.vsl_finetuning_token_generator module cerebras.modelzoo.data_preparation.data_preprocessing.vsl_pretraining_token_generator module cerebras.modelzoo.data_preparation.hdf5_shuffling module cerebras.modelzoo.data_preparation.hdf5_shuffling.h5_dataset_shuffle module cerebras.modelzoo.data_preparation.huggingface module cerebras.modelzoo.data_preparation.huggingface.CSDataCollatorForLanguageModeling module cerebras.modelzoo.data_preparation.huggingface.HF_converter_example_BookCorpus module cerebras.modelzoo.data_preparation.huggingface.HF_converter_example_Eli5 module cerebras.modelzoo.data_preparation.huggingface.HuggingFace_BookCorpus module cerebras.modelzoo.data_preparation.huggingface.HuggingFace_Eli5 module cerebras.modelzoo.data_preparation.huggingface.HuggingFaceDataProcessor module cerebras.modelzoo.data_preparation.multimodal module cerebras.modelzoo.data_preparation.multimodal.llava module cerebras.modelzoo.data_preparation.multimodal.llava.preprocess_dataset module cerebras.modelzoo.data_preparation.nlp module cerebras.modelzoo.data_preparation.nlp.bert module cerebras.modelzoo.data_preparation.nlp.bert.bertsum_data_processor module cerebras.modelzoo.data_preparation.nlp.bert.create_csv module cerebras.modelzoo.data_preparation.nlp.bert.create_csv_mlm_only module cerebras.modelzoo.data_preparation.nlp.bert.create_csv_mlm_only_static_masking module cerebras.modelzoo.data_preparation.nlp.bert.create_csv_static_masking module cerebras.modelzoo.data_preparation.nlp.bert.create_hdf5_files module cerebras.modelzoo.data_preparation.nlp.bert.dynamic_processor module cerebras.modelzoo.data_preparation.nlp.bert.fine_tuning module cerebras.modelzoo.data_preparation.nlp.bert.fine_tuning.extractive_summarization module cerebras.modelzoo.data_preparation.nlp.bert.fine_tuning.token_classifier module cerebras.modelzoo.data_preparation.nlp.bert.mlm_only_processor module cerebras.modelzoo.data_preparation.nlp.bert.ner_data_processor module cerebras.modelzoo.data_preparation.nlp.bert.parser_utils module cerebras.modelzoo.data_preparation.nlp.bert.sentence_pair_processor module cerebras.modelzoo.data_preparation.nlp.extractive_summarisation_utils module cerebras.modelzoo.data_preparation.nlp.gpt2 module cerebras.modelzoo.data_preparation.nlp.gpt2.data_processor_utils module cerebras.modelzoo.data_preparation.nlp.gptj module cerebras.modelzoo.data_preparation.nlp.gptj.fine_tuning module cerebras.modelzoo.data_preparation.nlp.gptj.fine_tuning.continuous_pretraining module cerebras.modelzoo.data_preparation.nlp.gptj.split_trc_dataset module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.convert_dataset_to_HDF5 module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.create_hdf5_dataset module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_base_preprocessor module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_curation_corpus_preprocessor module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_nlg_preprocessor module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils module cerebras.modelzoo.data_preparation.nlp.pile module cerebras.modelzoo.data_preparation.nlp.pile.download module cerebras.modelzoo.data_preparation.nlp.pubmed module cerebras.modelzoo.data_preparation.nlp.pubmed.Downloader module cerebras.modelzoo.data_preparation.nlp.pubmed.TextFormatting module cerebras.modelzoo.data_preparation.nlp.pubmed.TextSharding module cerebras.modelzoo.data_preparation.nlp.slimpajama module cerebras.modelzoo.data_preparation.nlp.slimpajama.dedup module cerebras.modelzoo.data_preparation.nlp.slimpajama.dedup.dedup_train module cerebras.modelzoo.data_preparation.nlp.slimpajama.dedup.generate_connected_components module cerebras.modelzoo.data_preparation.nlp.slimpajama.dedup.generate_duplicate_pairs module cerebras.modelzoo.data_preparation.nlp.slimpajama.dedup.generate_duplicates_dict module cerebras.modelzoo.data_preparation.nlp.slimpajama.dedup.to_hash module cerebras.modelzoo.data_preparation.nlp.slimpajama.main module cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing module cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets module cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.filter module cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.normalize_text module cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.shuffle_holdout module cerebras.modelzoo.data_preparation.nlp.slimpajama.split_dataset module cerebras.modelzoo.data_preparation.nlp.slimpajama.utils module cerebras.modelzoo.data_preparation.nlp.t5 module cerebras.modelzoo.data_preparation.nlp.t5.preprocess_t5_dataset module cerebras.modelzoo.data_preparation.nlp.t5.test_convert_t5_dataset module cerebras.modelzoo.data_preparation.nlp.t5.utils module cerebras.modelzoo.data_preparation.nlp.tokenizers module cerebras.modelzoo.data_preparation.nlp.tokenizers.BPETokenizer module cerebras.modelzoo.data_preparation.nlp.tokenizers.HFTokenizer module cerebras.modelzoo.data_preparation.nlp.tokenizers.Tokenization module cerebras.modelzoo.data_preparation.nlp.transformer module cerebras.modelzoo.data_preparation.nlp.transformer.create_meta module cerebras.modelzoo.data_preparation.nlp.transformer.split_files module cerebras.modelzoo.data_preparation.nlp.write_csv_data module cerebras.modelzoo.data_preparation.nlp.write_csv_ner module cerebras.modelzoo.data_preparation.raw_dataset_processor module cerebras.modelzoo.data_preparation.raw_dataset_processor.RawDatasetProcessor module cerebras.modelzoo.data_preparation.raw_dataset_processor.utils module cerebras.modelzoo.data_preparation.utils module cerebras.modelzoo.data_preparation.vision module cerebras.modelzoo.data_preparation.vision.dit module cerebras.modelzoo.data_preparation.vision.unet module cerebras.modelzoo.data_preparation.vision.unet.create_hdf5_files module cerebras.modelzoo.data_preparation.vision.unet.resize_inria_files module cerebras.modelzoo.data_preparation.vision.unet.resize_skm_tea_files module cerebras.modelzoo.losses module cerebras.modelzoo.losses.BertPretrainModelLoss module cerebras.modelzoo.losses.clip_contrasive_loss module cerebras.modelzoo.losses.DPOLoss module cerebras.modelzoo.losses.dpr_loss module cerebras.modelzoo.losses.GPTLMHeadModelLoss module cerebras.modelzoo.losses.LoadBalancingLoss module cerebras.modelzoo.losses.T5ForConditionalGenerationLoss module cerebras.modelzoo.losses.ViTMAELoss module cerebras.modelzoo.registry module cerebras.modelzoo.registry.registry module cerebras.modelzoo.tools module cerebras.modelzoo.tools.checkpoint_converters module cerebras.modelzoo.tools.checkpoint_converters.artifacts module cerebras.modelzoo.tools.checkpoint_converters.base_converter module cerebras.modelzoo.tools.checkpoint_converters.bert module cerebras.modelzoo.tools.checkpoint_converters.bert_finetune module cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs module cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs module cerebras.modelzoo.tools.checkpoint_converters.clip_vit module cerebras.modelzoo.tools.checkpoint_converters.dpo module cerebras.modelzoo.tools.checkpoint_converters.dpr module cerebras.modelzoo.tools.checkpoint_converters.dragon_plus module cerebras.modelzoo.tools.checkpoint_converters.esm2 module cerebras.modelzoo.tools.checkpoint_converters.falcon module cerebras.modelzoo.tools.checkpoint_converters.falcon_180b module cerebras.modelzoo.tools.checkpoint_converters.falcon_40b module cerebras.modelzoo.tools.checkpoint_converters.falcon_7b module cerebras.modelzoo.tools.checkpoint_converters.gemma2 module cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs module cerebras.modelzoo.tools.checkpoint_converters.gpt_backbone module cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs module cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs module cerebras.modelzoo.tools.checkpoint_converters.helper module cerebras.modelzoo.tools.checkpoint_converters.jais_hf_cs module cerebras.modelzoo.tools.checkpoint_converters.llama module cerebras.modelzoo.tools.checkpoint_converters.llava module cerebras.modelzoo.tools.checkpoint_converters.mistral module cerebras.modelzoo.tools.checkpoint_converters.mixtral module cerebras.modelzoo.tools.checkpoint_converters.mm_simple module cerebras.modelzoo.tools.checkpoint_converters.mup module cerebras.modelzoo.tools.checkpoint_converters.registry module cerebras.modelzoo.tools.checkpoint_converters.roberta module cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs module cerebras.modelzoo.tools.checkpoint_converters.santacoder module cerebras.modelzoo.tools.checkpoint_converters.starcoder module cerebras.modelzoo.tools.checkpoint_converters.streaming_checkpoints module cerebras.modelzoo.tools.checkpoint_converters.t5 module cerebras.modelzoo.tools.checkpoint_converters.vit module cerebras.modelzoo.tools.compat module cerebras.modelzoo.tools.convert_checkpoint module cerebras.modelzoo.tools.convert_config_to_mup module cerebras.modelzoo.tools.fold_lora_checkpoint module cerebras.modelzoo.trainer.callbacks module cerebras.modelzoo.trainer.extensions module cerebras.modelzoo.trainer.loggers module cerebras.pytorch.distributed.ClusterConfig (built-in class) cerebras.pytorch.optim module cerebras.pytorch.sparse.init module cerebras.pytorch.sparse.utils module cerebras.pytorch.utils.data.DataLoaderCheckpoint (built-in class) ChainedScheduler (class in cerebras.pytorch.optim.lr_scheduler) ChainedWD (class in cerebras.pytorch.optim.weight_decay_scheduler) chat_read_hook() (in module cerebras.modelzoo.data_preparation.data_preprocessing.hooks) check_and_create_dir() (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor) check_and_create_output_dirs() (in module cerebras.modelzoo.common.utils.utils) check_compatibility() (cerebras.modelzoo.trainer.callbacks.Checkpoint static method) check_default_args() (in module cerebras.modelzoo.tools.convert_config_to_mup) check_fim_special_tokens() (in module cerebras.modelzoo.data_preparation.data_preprocessing.utils) (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) check_for_deprecated_fields() (cerebras.modelzoo.config.base_config.BaseConfig method) (cerebras.modelzoo.config.data_config.DataConfig class method) (cerebras.modelzoo.config.model_config.ModelConfig class method) (cerebras.modelzoo.config.named_config.NamedConfig class method) (cerebras.modelzoo.data.common.config.GenericDataProcessorConfig class method) (cerebras.modelzoo.data.common.config.HuggingFaceDataProcessorConfig class method) (cerebras.modelzoo.data.nlp.gpt.config.DummyDataProcessorConfig class method) (cerebras.modelzoo.data.nlp.gpt.config.DummyIterableDataProcessorConfig class method) (cerebras.modelzoo.data.nlp.gpt.config.GptHDF5DataProcessorConfig class method) (cerebras.modelzoo.data.nlp.gpt.config.HuggingFaceIterableDataProcessorEli5Config class method) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorConfig class method) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorGUConfig class method) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorLLConfig class method) (cerebras.modelzoo.data.nlp.t5.config.T5HDF5DataProcessorConfig class method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig class method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig class method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig class method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig class method) check_literal_discriminator_field() (cerebras.modelzoo.config.data_config.DataConfig method) (cerebras.modelzoo.config.model_config.ModelConfig method) (cerebras.modelzoo.config.named_config.NamedConfig method) (cerebras.modelzoo.data.common.config.GenericDataProcessorConfig method) (cerebras.modelzoo.data.common.config.HuggingFaceDataProcessorConfig method) (cerebras.modelzoo.data.nlp.gpt.config.DummyDataProcessorConfig method) (cerebras.modelzoo.data.nlp.gpt.config.DummyIterableDataProcessorConfig method) (cerebras.modelzoo.data.nlp.gpt.config.GptHDF5DataProcessorConfig method) (cerebras.modelzoo.data.nlp.gpt.config.HuggingFaceIterableDataProcessorEli5Config method) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorConfig method) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorGUConfig method) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorLLConfig method) (cerebras.modelzoo.data.nlp.t5.config.T5HDF5DataProcessorConfig method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig method) check_loss() (cerebras.modelzoo.trainer.callbacks.CheckLoss method) check_output() (in module cerebras.modelzoo.data_preparation.nlp.bert.bertsum_data_processor) check_presence_of_wandb_dir() (cerebras.modelzoo.trainer.extensions.WandbLogger method) (in module cerebras.modelzoo.common.mlops) check_sharding_sanity() (in module cerebras.modelzoo.data.common.input_utils) check_unused_params() (cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor.DataPreprocessor method) checkerboard() (in module cerebras.pytorch.sparse.init) CheckLoss (class in cerebras.modelzoo.trainer.callbacks) checkpoint (cerebras.modelzoo.Trainer property) Checkpoint (class in cerebras.modelzoo.trainer.callbacks) checkpoint_closure() (in module cerebras.pytorch) CheckpointConverterCLI (class in cerebras.modelzoo.tools.convert_checkpoint) chunk() (in module cerebras.modelzoo.data_preparation.data_preprocessing.utils) (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) CIFAR100Processor (class in cerebras.modelzoo.data.vision.classification.data.cifar) CIFAR100ProcessorConfig (class in cerebras.modelzoo.data.vision.classification.data.cifar) CIFAR10Processor (class in cerebras.modelzoo.data.vision.classification.data.cifar) CIFAR10ProcessorConfig (class in cerebras.modelzoo.data.vision.classification.data.cifar) CIFARProcessorConfig (class in cerebras.modelzoo.data.vision.classification.data.cifar) Cityscapes (class in cerebras.modelzoo.data.vision.segmentation.CityscapesDataProcessor) CityscapesDataProcessor (class in cerebras.modelzoo.data.vision.segmentation.CityscapesDataProcessor) CityscapesDataProcessorConfig (class in cerebras.modelzoo.data.vision.segmentation.CityscapesDataProcessor) ClassifierDataProcessorConfig (class in cerebras.modelzoo.data.nlp.bert.BertClassifierDataProcessor) ClassifierDataset (class in cerebras.modelzoo.data.nlp.bert.BertClassifierDataProcessor) clean() (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_dedup.to_hash) (in module cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.filter) clean_text() (in module cerebras.modelzoo.data_preparation.data_preprocessing.utils) clear() (cerebras.modelzoo.data.nlp.bert.bert_utils.Vocab method) (cerebras.modelzoo.data_preparation.data_preprocessing.data_reader.DataFrame method) clear_cache() (cerebras.modelzoo.trainer.callbacks.RateProfiler method) CLEVR (class in cerebras.modelzoo.data.vision.classification.data.clevr) CLEVRProcessor (class in cerebras.modelzoo.data.vision.classification.data.clevr) CLEVRProcessorConfig (class in cerebras.modelzoo.data.vision.classification.data.clevr) clip_gradients() (cerebras.modelzoo.trainer.callbacks.Precision method) clip_gradients_and_return_isfinite() (cerebras.pytorch.amp.GradScaler method) ClipContrastiveLoss (class in cerebras.modelzoo.losses.clip_contrasive_loss) cls_ids (cerebras.modelzoo.data_preparation.nlp.extractive_summarisation_utils.BertInputFeatures attribute) cluster_config() (in module cerebras.modelzoo.data.common.input_utils) cmd_memory_gi (cerebras.pytorch.backends.csx.debug attribute) collate_fn() (cerebras.modelzoo.data_preparation.raw_dataset_processor.RawDatasetProcessor.MultimodalRawDatasetProcessor method) (cerebras.modelzoo.data_preparation.raw_dataset_processor.RawDatasetProcessor.RawDatasetProcessor method) collect_stats() (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) compile() (in module cerebras.pytorch) compile_crd_memory_gi (cerebras.pytorch.backends.csx.debug attribute) compute() (cerebras.pytorch.metrics.AccuracyMetric method) (cerebras.pytorch.metrics.DiceCoefficientMetric method) (cerebras.pytorch.metrics.FBetaScoreMetric method) (cerebras.pytorch.metrics.MeanIOUMetric method) (cerebras.pytorch.metrics.Metric method) (cerebras.pytorch.metrics.PerplexityMetric method) (cerebras.pytorch.sparse.utils.HyperParameterSchedule method) compute_grad_norm() (cerebras.modelzoo.trainer.callbacks.ComputeNorm method) compute_offsets() (cerebras.modelzoo.data_preparation.data_preprocessing.custom_tokenizer_example.CustomLlama3Tokenizer.CustomLlama3Tokenizer method) compute_param_norm() (cerebras.modelzoo.trainer.callbacks.ComputeNorm method) ComputeNorm (class in cerebras.modelzoo.trainer.callbacks) concatenate_documents() (in module cerebras.modelzoo.data.nlp.t5.t5_utils) (in module cerebras.modelzoo.data_preparation.nlp.t5.utils) conditional_reset() (cerebras.modelzoo.trainer.callbacks.RateProfiler method) ConfigConversionError ConfigConverter_Bert_CS16_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.bert) ConfigConverter_Bert_CS16_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.bert) ConfigConverter_Bert_CS17_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.bert) ConfigConverter_Bert_CS18_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.bert) ConfigConverter_Bert_HF_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.bert) ConfigConverter_Bert_HF_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.bert) ConfigConverter_Bert_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.bert) ConfigConverter_Bert_HF_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.bert) ConfigConverter_BertForQuestionAnswering_HF_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.bert_finetune) ConfigConverter_BertForQuestionAnswering_HF_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.bert_finetune) ConfigConverter_BertForQuestionAnswering_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.bert_finetune) ConfigConverter_BertForSequenceClassification_HF_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.bert_finetune) ConfigConverter_BertForSequenceClassification_HF_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.bert_finetune) ConfigConverter_BertForSequenceClassification_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.bert_finetune) ConfigConverter_BertForTokenClassification_HF_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.bert_finetune) ConfigConverter_BertForTokenClassification_HF_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.bert_finetune) ConfigConverter_BertForTokenClassification_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.bert_finetune) ConfigConverter_BertModel_CS20_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.bert) ConfigConverter_BloomLMHeadModel_CS19_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs) ConfigConverter_BloomModel_HF_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs) ConfigConverter_BloomModel_HF_CS19 (class in cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs) ConfigConverter_BloomModel_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs) ConfigConverter_BloomModel_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs) ConfigConverter_BTLMModel_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs) ConfigConverter_BTLMModel_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs) ConfigConverter_CLIPViT_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.clip_vit) ConfigConverter_Codegen_Model_CS18_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs) ConfigConverter_Codegen_Model_HF_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs) ConfigConverter_Codegen_Model_HF_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs) ConfigConverter_Codegen_Model_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs) ConfigConverter_DPO_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.dpo) ConfigConverter_DPR_HF_CS (class in cerebras.modelzoo.tools.checkpoint_converters.dpr) ConfigConverter_DPR_HF_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.dpr) ConfigConverter_DPRModel_CS22_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.dpr) ConfigConverter_DPRModel_HF_CS22 (class in cerebras.modelzoo.tools.checkpoint_converters.dpr) ConfigConverter_DPRModel_HF_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.dpr) ConfigConverter_Dragon_HF_CS (class in cerebras.modelzoo.tools.checkpoint_converters.dragon_plus) ConfigConverter_DragonModel_HF_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.dragon_plus) ConfigConverter_Esm2_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.esm2) ConfigConverter_Falcon_180B_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.falcon_180b) ConfigConverter_Falcon_180B_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.falcon_180b) ConfigConverter_Falcon_40B_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.falcon_40b) ConfigConverter_Falcon_7B_HF_CS19 (class in cerebras.modelzoo.tools.checkpoint_converters.falcon_7b) ConfigConverter_Falcon_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.falcon) ConfigConverter_Falcon_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.falcon) ConfigConverter_Gemma2_HF_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.gemma2) ConfigConverter_GPT2LMHeadModel_GPTBackboneLMHeadModel_CS24 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt_backbone) ConfigConverter_GPT2Model_CS18_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs) ConfigConverter_GPT2Model_CS20_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs) ConfigConverter_GPT2Model_CS22_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs) ConfigConverter_GPT2Model_HF_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs) ConfigConverter_GPT2Model_HF_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs) ConfigConverter_GPT2Model_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs) ConfigConverter_GPT2Model_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs) ConfigConverter_GPT_Neox_Headless_CS18_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs) ConfigConverter_GPT_Neox_HF_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs) ConfigConverter_GPT_Neox_HF_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs) ConfigConverter_GPT_Neox_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs) ConfigConverter_GPT_Neox_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs) ConfigConverter_GPTJModel_CS18_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs) ConfigConverter_GPTJModel_CS20_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs) ConfigConverter_GPTJModel_HF_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs) ConfigConverter_GPTJModel_HF_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs) ConfigConverter_GPTJModel_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs) ConfigConverter_GPTJModel_HF_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs) ConfigConverter_JAISModel_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.jais_hf_cs) ConfigConverter_JAISModel_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.jais_hf_cs) ConfigConverter_LLaMa_HF_CS19 (class in cerebras.modelzoo.tools.checkpoint_converters.llama) ConfigConverter_LLaMa_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.llama) ConfigConverter_LLaMa_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.llama) ConfigConverter_LlamaModel_CS19_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.llama) ConfigConverter_LLaMaProjector_HF_CS22 (class in cerebras.modelzoo.tools.checkpoint_converters.llava) ConfigConverter_LLaVA_HF_CS22 (class in cerebras.modelzoo.tools.checkpoint_converters.llava) ConfigConverter_Mistral_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.mistral) ConfigConverter_Mixtral_HF_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.mixtral) ConfigConverter_MMSimple_LLaVA_CLIPViT_HF_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.mm_simple) ConfigConverter_MMSimple_LLaVA_HF_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.mm_simple) ConfigConverter_MMSimple_LLaVA_HF_CS24 (class in cerebras.modelzoo.tools.checkpoint_converters.mm_simple) ConfigConverter_MMSimple_LLaVA_LLaMa_HF_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.mm_simple) ConfigConverter_muP_CS22_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.mup) ConfigConverter_NON_DPO_TO_DPO_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.dpo) ConfigConverter_Roberta_HF_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.roberta) ConfigConverter_Roberta_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.roberta) ConfigConverter_SantacoderModel_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.santacoder) ConfigConverter_SantacoderModel_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.santacoder) ConfigConverter_sP_muP_post_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.mup) ConfigConverter_sP_muP_pre_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.mup) ConfigConverter_StarcoderModel_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.starcoder) ConfigConverter_StarcoderModel_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.starcoder) ConfigConverter_T5_CS16_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.t5) ConfigConverter_T5_CS16_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.t5) ConfigConverter_T5_CS17_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.t5) ConfigConverter_T5_CS18_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.t5) ConfigConverter_T5_CS20_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.t5) ConfigConverter_T5_HF_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.t5) ConfigConverter_T5_HF_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.t5) ConfigConverter_T5_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.t5) ConfigConverter_T5_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.t5) ConfigConverter_T5_HF_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.t5) ConfigConverter_T5_sP_muP (class in cerebras.modelzoo.tools.checkpoint_converters.mup) ConfigConverter_ViT_Core_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.vit) ConfigConverter_ViT_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.vit) ConfigConverterEncoder_HF_CS (class in cerebras.modelzoo.tools.checkpoint_converters.dpr) ConfigMgmtCLI (class in cerebras.modelzoo.cli.config_mgmt_cli) configure() (in module cerebras.pytorch.sparse) Constant (class in cerebras.pytorch.sparse.utils) ConstantLR (class in cerebras.pytorch.optim.lr_scheduler) ConstantWD (class in cerebras.pytorch.optim.weight_decay_scheduler) construct_attention_mask() (in module cerebras.modelzoo.data_preparation.data_preprocessing.tokenflow.utils) construct_denoising_objective() (in module cerebras.modelzoo.data.nlp.t5.t5_utils) (in module cerebras.modelzoo.data_preparation.nlp.t5.utils) construct_graph() (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_dedup.generate_connected_components) (in module cerebras.modelzoo.data_preparation.nlp.slimpajama.dedup.generate_connected_components) ContinueLoopException ContrastAugmentationTransform (class in cerebras.modelzoo.data.vision.segmentation.transforms.color_transforms) ConversionRule (class in cerebras.modelzoo.tools.checkpoint_converters.base_converter) convert_checkpoint() (in module cerebras.modelzoo.tools.convert_checkpoint) convert_checkpoint_from_file() (in module cerebras.modelzoo.tools.convert_checkpoint) convert_config() (in module cerebras.modelzoo.tools.convert_checkpoint) convert_config_from_file() (in module cerebras.modelzoo.tools.convert_checkpoint) convert_dataloader_checkpoint() (in module cerebras.modelzoo.tools.checkpoint_converters.base_converter) convert_dataset_to_HDF5() (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.convert_dataset_to_HDF5) convert_examples_to_features_and_write() (in module cerebras.modelzoo.data_preparation.nlp.write_csv_ner) convert_file_size_to_int() (in module cerebras.modelzoo.tools.checkpoint_converters.streaming_checkpoints) convert_helper() (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS18_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS19_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS21_CS22 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS22_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS23_CS24 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS_CS method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter_CS18_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter_CS19_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter_CS21_CS22 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter_CS22_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter_CS23_CS24 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter_CS_CS method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.FallbackConfigConverter_CS_CS method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.FallbackConverter_CS_CS method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_CS16_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_CS16_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_CS17_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_BertModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_Bert_CS17_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_Bert_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_Bert_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertLayerNorm_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertModel_CS16_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertModel_CS16_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertModel_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertModel_WithoutOptionalModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertPretrainModel_CS16_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertPretrainModel_CS16_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertPretrainModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertPretrainModel_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertPretrainModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertPretrainModel_WithoutOptionalModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForQuestionAnswering_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForQuestionAnswering_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForQuestionAnswering_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForSequenceClassification_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForSequenceClassification_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForSequenceClassification_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForTokenClassification_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForTokenClassification_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForTokenClassification_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertFinetuneModel_CS16_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertFinetuneModel_CS16_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForQuestionAnswering_HF_CS17 method) 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(cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.ConfigConverter_BloomLMHeadModel_CS19_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.ConfigConverter_BloomModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.ConfigConverter_BloomModel_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.ConfigConverter_BloomModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.ConfigConverter_BloomModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_Bloom_Attention_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomLMHeadModel_CS19_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomLMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomLMHeadModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomLMHeadModel_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomLMHeadModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomLMHeadModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomModel_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs.ConfigConverter_BTLMModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs.ConfigConverter_BTLMModel_HF_CS21 method) 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(cerebras.modelzoo.tools.checkpoint_converters.dpo.ConfigConverter_DPO_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.dpo.ConfigConverter_NON_DPO_TO_DPO_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.dpo.Converter_DPO_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.dpo.Converter_NON_DPO_TO_DPO_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverter_DPR_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverter_DPR_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverter_DPRModel_CS22_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverterEncoder_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.Converter_DPR_BertWrapper method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.Converter_DPRContextEncoder_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.Converter_DPRModel_CS22_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.Converter_DPRQuestionEncoder_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.dragon_plus.ConfigConverter_Dragon_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.dragon_plus.Converter_Dragon_BertWrapper method) (cerebras.modelzoo.tools.checkpoint_converters.dragon_plus.Converter_DragonContextEncoder_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.dragon_plus.Converter_DragonQuestionEncoder_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.esm2.ConfigConverter_Esm2_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.esm2.Converter_Esm2Model_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.esm2.Converter_Esm2PretrainModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon.ConfigConverter_Falcon_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon.ConfigConverter_Falcon_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon.Converter_Falcon_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon.Converter_Falcon_Headless_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon.Converter_Falcon_Headless_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon.Converter_Falcon_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon.Converter_Falcon_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_180b.ConfigConverter_Falcon_180B_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_180b.ConfigConverter_Falcon_180B_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_180b.Converter_Falcon_180B_Headless_WithoutModelPrefix_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_180b.Converter_Falcon_180B_Headless_WithoutOptionalModel_HF_CS21 method) 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(cerebras.modelzoo.tools.checkpoint_converters.falcon_7b.Converter_Falcon_7B_Attention_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_7b.Converter_Falcon_7B_Headless_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_7b.Converter_Falcon_7B_Headless_WithoutModelPrefix_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_7b.Converter_Falcon_7B_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_7b.Converter_Falcon_7B_WithoutModelPrefix_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.gemma2.ConfigConverter_Gemma2_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.gemma2.Converter_Gemma2_WithoutOptionalModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.ConfigConverter_GPT2Model_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.ConfigConverter_GPT2Model_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.ConfigConverter_GPT2Model_CS22_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.ConfigConverter_GPT2Model_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.ConfigConverter_GPT2Model_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.ConfigConverter_GPT2Model_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.ConfigConverter_GPT2Model_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2_Attention_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2LMHeadModel_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2LMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2LMHeadModel_CS22_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2LMHeadModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2LMHeadModel_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2LMHeadModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2LMHeadModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2Model_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2Model_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2Model_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_backbone.ConfigConverter_GPT2LMHeadModel_GPTBackboneLMHeadModel_CS24 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_backbone.Converter_GPT2LMHeadModel_GPTBackboneLMHeadModel_CS24 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.ConfigConverter_GPT_Neox_Headless_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.ConfigConverter_GPT_Neox_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.ConfigConverter_GPT_Neox_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.ConfigConverter_GPT_Neox_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.ConfigConverter_GPT_Neox_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_Attention_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_Headless_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_Headless_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_Headless_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_Headless_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_LMHeadModel_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_LMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_LMHeadModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_LMHeadModel_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_LMHeadModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_LMHeadModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.ConfigConverter_GPTJModel_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.ConfigConverter_GPTJModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.ConfigConverter_GPTJModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.ConfigConverter_GPTJModel_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.ConfigConverter_GPTJModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.ConfigConverter_GPTJModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_Attention_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_Headless_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_Headless_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_Headless_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_Headless_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_LMHeadModel_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_LMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_LMHeadModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_LMHeadModel_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_LMHeadModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_LMHeadModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.jais_hf_cs.ConfigConverter_JAISModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.jais_hf_cs.ConfigConverter_JAISModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.jais_hf_cs.Converter_JAISLMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.jais_hf_cs.Converter_JAISLMHeadModel_WithoutModelPrefix_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.jais_hf_cs.Converter_JAISLMHeadModel_WithoutModelPrefix_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.jais_hf_cs.Converter_JAISModel_WithoutModelPrefix_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.jais_hf_cs.Converter_JAISModel_WithoutModelPrefix_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.ConfigConverter_LLaMa_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.ConfigConverter_LLaMa_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.ConfigConverter_LLaMa_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.ConfigConverter_LlamaModel_CS19_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaAttention_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaForCausalLM_CS19_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaForCausalLM_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaForCausalLM_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaForCausalLM_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaForCausalLM_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaForCausalLM_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaModel_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaModel_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.llava.ConfigConverter_LLaMaProjector_HF_CS22 method) (cerebras.modelzoo.tools.checkpoint_converters.llava.Converter_LLaVA_CLIPViT_WithoutModel_HF_CS22 method) (cerebras.modelzoo.tools.checkpoint_converters.llava.Converter_LLaVA_LLaMA_WithoutModel_HF_CS22 method) (cerebras.modelzoo.tools.checkpoint_converters.mistral.ConfigConverter_Mistral_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.mistral.Converter_MistralForCausalLM_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.mistral.Converter_MistralModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.mixtral.ConfigConverter_Mixtral_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mixtral.Converter_MixtralForCausalLM_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.mixtral.Converter_MixtralLMHeadModel_WithoutOptionalModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mixtral.Converter_MixtralModel_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.mixtral.Converter_MixtralModel_WithoutOptionalModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mm_simple.ConfigConverter_MMSimple_LLaVA_CLIPViT_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mm_simple.ConfigConverter_MMSimple_LLaVA_LLaMa_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mm_simple.Converter_MMSimple_LLaVA_CLIPViT_WithoutModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mm_simple.Converter_MMSimple_LLaVA_LLaMA_WithoutModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mup.ConfigConverter_muP_CS22_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mup.ConfigConverter_sP_muP_post_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mup.ConfigConverter_sP_muP_pre_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mup.ConfigConverter_T5_sP_muP method) (cerebras.modelzoo.tools.checkpoint_converters.roberta.ConfigConverter_Roberta_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.roberta.ConfigConverter_Roberta_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.roberta.Converter_RobertaPretrainModel_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.roberta.Converter_RobertaPretrainModel_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.roberta.Converter_RobertaPretrainModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.ConfigConverter_Codegen_Model_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.ConfigConverter_Codegen_Model_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.ConfigConverter_Codegen_Model_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.ConfigConverter_Codegen_Model_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.Converter_Codegen_Attention_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.Converter_Codegen_Headless_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.Converter_Codegen_Headless_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.Converter_Codegen_Headless_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.Converter_Codegen_LMHeadModel_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.Converter_Codegen_LMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.Converter_Codegen_LMHeadModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.Converter_Codegen_LMHeadModel_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.Converter_Codegen_LMHeadModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.ConfigConverter_SantacoderModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.ConfigConverter_SantacoderModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.Converter_Santacoder_Attention_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.Converter_SantacoderLMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.Converter_SantacoderLMHeadModel_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.Converter_SantacoderLMHeadModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.Converter_SantacoderLMHeadModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.Converter_SantacoderModel_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.Converter_SantacoderModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.Converter_SantacoderModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.ConfigConverter_StarcoderModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.ConfigConverter_StarcoderModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_Starcoder_Attention_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_StarcoderForCausalLM_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_StarcoderForCausalLM_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_StarcoderForCausalLM_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_StarcoderLMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_StarcoderModel_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_StarcoderModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_StarcoderModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_CS16_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_CS16_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_CS17_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_CS16_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_CS16_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_CS17_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_WithoutOptionalModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.vit.ConfigConverter_ViT_Core_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.vit.ConfigConverter_ViT_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.vit.Converter_ViT_Core_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.vit.Converter_ViT_Headless_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.vit.Converter_ViT_HF_CS21 method)

convert_ids_to_tokens() (cerebras.modelzoo.data_preparation.nlp.tokenizers.Tokenization.FullTokenizer method) convert_json_to_jsonl() (in module cerebras.modelzoo.data_preparation.multimodal.llava.preprocess_dataset) convert_key() (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS18_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS19_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS21_CS22 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS22_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS23_CS24 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS_CS method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_UnpackedHF_PackedCS method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter_CS18_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter_CS19_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter_CS21_CS22 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter_CS22_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter_CS23_CS24 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter_CS_CS method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter_UnpackedHF_PackedCS method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseDictionaryConverter method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.FallbackConfigConverter_CS_CS method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.FallbackConverter_CS_CS method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_CS16_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_CS16_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_CS17_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_BertModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_Bert_CS17_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_Bert_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_Bert_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertLayerNorm_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertModel_CS16_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertModel_CS16_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertModel_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertModel_WithoutOptionalModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertPretrainModel_CS16_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertPretrainModel_CS16_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertPretrainModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertPretrainModel_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertPretrainModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertPretrainModel_WithoutOptionalModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForQuestionAnswering_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForQuestionAnswering_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForQuestionAnswering_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForSequenceClassification_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForSequenceClassification_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForSequenceClassification_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForTokenClassification_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForTokenClassification_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForTokenClassification_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertFinetuneModel_CS16_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertFinetuneModel_CS16_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForQuestionAnswering_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForQuestionAnswering_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForQuestionAnswering_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForSequenceClassification_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForSequenceClassification_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForSequenceClassification_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForTokenClassification_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForTokenClassification_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForTokenClassification_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.ConfigConverter_BloomLMHeadModel_CS19_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.ConfigConverter_BloomModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.ConfigConverter_BloomModel_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.ConfigConverter_BloomModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.ConfigConverter_BloomModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_Bloom_Attention_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomLMHeadModel_CS19_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomLMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomLMHeadModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomLMHeadModel_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomLMHeadModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomLMHeadModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomModel_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs.ConfigConverter_BTLMModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs.ConfigConverter_BTLMModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs.Converter_BTLMLMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs.Converter_BTLMLMHeadModel_WithoutModelPrefix_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs.Converter_BTLMLMHeadModel_WithoutModelPrefix_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs.Converter_BTLMModel_WithoutModelPrefix_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs.Converter_BTLMModel_WithoutModelPrefix_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.clip_vit.ConfigConverter_CLIPViT_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.clip_vit.Converter_CLIPViT_Core_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.clip_vit.Converter_CLIPViT_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.clip_vit.Converter_CLIPViT_Projection_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.dpo.ConfigConverter_DPO_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.dpo.ConfigConverter_NON_DPO_TO_DPO_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.dpo.Converter_DPO_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.dpo.Converter_NON_DPO_TO_DPO_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverter_DPR_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverter_DPR_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverter_DPRModel_CS22_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverter_DPRModel_HF_CS22 method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverter_DPRModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverterEncoder_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.Converter_DPR_BertWrapper method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.Converter_DPRContextEncoder_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.Converter_DPRModel_CS22_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.Converter_DPRModel_HF_CS22 method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.Converter_DPRModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.Converter_DPRQuestionEncoder_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.dragon_plus.ConfigConverter_Dragon_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.dragon_plus.ConfigConverter_DragonModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.dragon_plus.Converter_Dragon_BertWrapper method) (cerebras.modelzoo.tools.checkpoint_converters.dragon_plus.Converter_DragonContextEncoder_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.dragon_plus.Converter_DragonModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.dragon_plus.Converter_DragonQuestionEncoder_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.esm2.ConfigConverter_Esm2_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.esm2.Converter_Esm2Model_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.esm2.Converter_Esm2PretrainModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon.ConfigConverter_Falcon_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon.ConfigConverter_Falcon_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon.Converter_Falcon_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon.Converter_Falcon_Headless_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon.Converter_Falcon_Headless_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon.Converter_Falcon_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon.Converter_Falcon_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_180b.ConfigConverter_Falcon_180B_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_180b.ConfigConverter_Falcon_180B_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_180b.Converter_Falcon_180B_Headless_WithoutModelPrefix_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_180b.Converter_Falcon_180B_Headless_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_180b.Converter_Falcon_180B_WithoutModelPrefix_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_180b.Converter_Falcon_180B_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_40b.ConfigConverter_Falcon_40B_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_40b.Converter_Falcon_40B_Attention_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_40b.Converter_Falcon_40B_Headless_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_40b.Converter_Falcon_40B_Headless_WithoutModelPrefix_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_40b.Converter_Falcon_40B_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_40b.Converter_Falcon_40B_WithoutModelPrefix_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_7b.ConfigConverter_Falcon_7B_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_7b.Converter_Falcon_7B_Attention_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_7b.Converter_Falcon_7B_Headless_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_7b.Converter_Falcon_7B_Headless_WithoutModelPrefix_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_7b.Converter_Falcon_7B_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_7b.Converter_Falcon_7B_WithoutModelPrefix_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.gemma2.ConfigConverter_Gemma2_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.gemma2.Converter_Gemma2_WithoutOptionalModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.ConfigConverter_GPT2Model_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.ConfigConverter_GPT2Model_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.ConfigConverter_GPT2Model_CS22_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.ConfigConverter_GPT2Model_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.ConfigConverter_GPT2Model_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.ConfigConverter_GPT2Model_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.ConfigConverter_GPT2Model_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2_Attention_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2LMHeadModel_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2LMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2LMHeadModel_CS22_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2LMHeadModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2LMHeadModel_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2LMHeadModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2LMHeadModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2Model_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2Model_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2Model_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_backbone.ConfigConverter_GPT2LMHeadModel_GPTBackboneLMHeadModel_CS24 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_backbone.Converter_GPT2LMHeadModel_GPTBackboneLMHeadModel_CS24 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.ConfigConverter_GPT_Neox_Headless_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.ConfigConverter_GPT_Neox_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.ConfigConverter_GPT_Neox_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.ConfigConverter_GPT_Neox_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.ConfigConverter_GPT_Neox_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_Attention_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_Headless_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_Headless_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_Headless_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_Headless_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_LMHeadModel_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_LMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_LMHeadModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_LMHeadModel_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_LMHeadModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_LMHeadModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.ConfigConverter_GPTJModel_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.ConfigConverter_GPTJModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.ConfigConverter_GPTJModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.ConfigConverter_GPTJModel_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.ConfigConverter_GPTJModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.ConfigConverter_GPTJModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_Attention_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_Headless_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_Headless_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_Headless_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_Headless_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_LMHeadModel_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_LMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_LMHeadModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_LMHeadModel_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_LMHeadModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_LMHeadModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.jais_hf_cs.ConfigConverter_JAISModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.jais_hf_cs.ConfigConverter_JAISModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.jais_hf_cs.Converter_JAISLMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.jais_hf_cs.Converter_JAISLMHeadModel_WithoutModelPrefix_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.jais_hf_cs.Converter_JAISLMHeadModel_WithoutModelPrefix_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.jais_hf_cs.Converter_JAISModel_WithoutModelPrefix_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.jais_hf_cs.Converter_JAISModel_WithoutModelPrefix_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.ConfigConverter_LLaMa_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.ConfigConverter_LLaMa_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.ConfigConverter_LLaMa_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.ConfigConverter_LlamaModel_CS19_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaAttention_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaForCausalLM_CS19_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaForCausalLM_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaForCausalLM_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaForCausalLM_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaForCausalLM_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaForCausalLM_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaModel_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaModel_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.llava.ConfigConverter_LLaMaProjector_HF_CS22 method) (cerebras.modelzoo.tools.checkpoint_converters.llava.ConfigConverter_LLaVA_HF_CS22 method) (cerebras.modelzoo.tools.checkpoint_converters.llava.Converter_LLaVA_CLIPViT_WithoutModel_HF_CS22 method) (cerebras.modelzoo.tools.checkpoint_converters.llava.Converter_LLaVA_LLaMA_WithoutModel_HF_CS22 method) (cerebras.modelzoo.tools.checkpoint_converters.llava.Converter_LLaVA_WithoutModel_HF_CS22 method) (cerebras.modelzoo.tools.checkpoint_converters.mistral.ConfigConverter_Mistral_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.mistral.Converter_MistralForCausalLM_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.mistral.Converter_MistralModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.mixtral.ConfigConverter_Mixtral_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mixtral.Converter_MixtralForCausalLM_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.mixtral.Converter_MixtralLMHeadModel_WithoutOptionalModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mixtral.Converter_MixtralModel_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.mixtral.Converter_MixtralModel_WithoutOptionalModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mm_simple.ConfigConverter_MMSimple_LLaVA_CLIPViT_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mm_simple.ConfigConverter_MMSimple_LLaVA_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mm_simple.ConfigConverter_MMSimple_LLaVA_HF_CS24 method) (cerebras.modelzoo.tools.checkpoint_converters.mm_simple.ConfigConverter_MMSimple_LLaVA_LLaMa_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mm_simple.Converter_MMSimple_LLaVA_CLIPViT_WithoutModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mm_simple.Converter_MMSimple_LLaVA_LLaMA_WithoutModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mm_simple.Converter_MMSimple_LLaVA_WithoutModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mm_simple.Converter_MMSimple_LLaVA_WithoutModel_HF_CS24 method) (cerebras.modelzoo.tools.checkpoint_converters.mup.ConfigConverter_muP_CS22_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mup.ConfigConverter_sP_muP_post_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mup.ConfigConverter_sP_muP_pre_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mup.ConfigConverter_T5_sP_muP method) (cerebras.modelzoo.tools.checkpoint_converters.mup.Converter_sP_muP_post_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mup.Converter_sP_muP_pre_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mup.Converter_T5_sP_muP method) (cerebras.modelzoo.tools.checkpoint_converters.roberta.ConfigConverter_Roberta_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.roberta.ConfigConverter_Roberta_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.roberta.Converter_RobertaPretrainModel_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.roberta.Converter_RobertaPretrainModel_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.roberta.Converter_RobertaPretrainModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.ConfigConverter_Codegen_Model_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.ConfigConverter_Codegen_Model_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.ConfigConverter_Codegen_Model_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.ConfigConverter_Codegen_Model_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.Converter_Codegen_Attention_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.Converter_Codegen_Headless_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.Converter_Codegen_Headless_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.Converter_Codegen_Headless_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.Converter_Codegen_LMHeadModel_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.Converter_Codegen_LMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.Converter_Codegen_LMHeadModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.Converter_Codegen_LMHeadModel_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.Converter_Codegen_LMHeadModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.ConfigConverter_SantacoderModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.ConfigConverter_SantacoderModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.Converter_Santacoder_Attention_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.Converter_SantacoderLMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.Converter_SantacoderLMHeadModel_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.Converter_SantacoderLMHeadModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.Converter_SantacoderLMHeadModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.Converter_SantacoderModel_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.Converter_SantacoderModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.Converter_SantacoderModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.ConfigConverter_StarcoderModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.ConfigConverter_StarcoderModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_Starcoder_Attention_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_StarcoderForCausalLM_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_StarcoderForCausalLM_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_StarcoderForCausalLM_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_StarcoderLMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_StarcoderModel_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_StarcoderModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_StarcoderModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_CS16_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_CS16_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_CS17_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_CS16_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_CS16_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_CS17_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_WithoutOptionalModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.vit.ConfigConverter_ViT_Core_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.vit.ConfigConverter_ViT_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.vit.Converter_ViT_Core_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.vit.Converter_ViT_Headless_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.vit.Converter_ViT_HF_CS21 method) convert_pooler_config() (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverter_DPR_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverter_DPR_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverterEncoder_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.dragon_plus.ConfigConverter_Dragon_HF_CS method) convert_pooler_factory_fn() (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertModel_CS16_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertModel_WithoutOptionalModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.Converter_DPR_BertWrapper method) (cerebras.modelzoo.tools.checkpoint_converters.dragon_plus.Converter_Dragon_BertWrapper method) (cerebras.modelzoo.tools.checkpoint_converters.esm2.Converter_Esm2Model_WithoutOptionalModel_HF_CS21 method) convert_single_example() (in module cerebras.modelzoo.data_preparation.nlp.write_csv_ner) convert_str_to_int_list() (in module cerebras.modelzoo.data_preparation.utils) convert_to_bert_format_files() (in module cerebras.modelzoo.data_preparation.nlp.write_csv_data) convert_to_json_files() (in module cerebras.modelzoo.data_preparation.nlp.bert.bertsum_data_processor) convert_to_unicode() (in module cerebras.modelzoo.data.nlp.bert.bert_utils) (in module cerebras.modelzoo.data_preparation.utils) convert_tokens_to_ids() (cerebras.modelzoo.data_preparation.nlp.tokenizers.Tokenization.FullTokenizer method) convert_use_biasless_layer_norm_helper() (in module cerebras.modelzoo.tools.checkpoint_converters.helper) convert_use_rms_layer_norm_helper() (in module cerebras.modelzoo.tools.checkpoint_converters.helper) Converter_Bert_CS17_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.bert) Converter_Bert_CS18_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.bert) Converter_Bert_CS20_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.bert) Converter_BertFinetuneModel_CS16_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.bert_finetune) Converter_BertFinetuneModel_CS16_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.bert_finetune) Converter_BertForQuestionAnswering_HF_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.bert_finetune) Converter_BertForQuestionAnswering_HF_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.bert_finetune) Converter_BertForQuestionAnswering_WithoutOptionalModel_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.bert_finetune) Converter_BertForSequenceClassification_HF_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.bert_finetune) Converter_BertForSequenceClassification_HF_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.bert_finetune) Converter_BertForSequenceClassification_WithoutOptionalModel_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.bert_finetune) Converter_BertForTokenClassification_HF_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.bert_finetune) Converter_BertForTokenClassification_HF_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.bert_finetune) Converter_BertForTokenClassification_WithoutOptionalModel_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.bert_finetune) Converter_BertLayerNorm_HF_CS (class in cerebras.modelzoo.tools.checkpoint_converters.bert) Converter_BertModel_CS16_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.bert) Converter_BertModel_CS16_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.bert) Converter_BertModel_HF_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.bert) Converter_BertModel_HF_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.bert) Converter_BertModel_WithoutOptionalModel_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.bert) Converter_BertModel_WithoutOptionalModel_HF_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.bert) Converter_BertPretrainModel_CS16_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.bert) Converter_BertPretrainModel_CS16_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.bert) Converter_BertPretrainModel_HF_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.bert) Converter_BertPretrainModel_HF_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.bert) Converter_BertPretrainModel_WithoutOptionalModel_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.bert) Converter_BertPretrainModel_WithoutOptionalModel_HF_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.bert) Converter_Bloom_Attention_HF_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs) Converter_BloomLMHeadModel_CS19_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs) Converter_BloomLMHeadModel_CS20_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs) Converter_BloomLMHeadModel_HF_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs) Converter_BloomLMHeadModel_HF_CS19 (class in cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs) Converter_BloomLMHeadModel_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs) Converter_BloomLMHeadModel_WithoutOptionalModel_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs) Converter_BloomModel_HF_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs) Converter_BloomModel_HF_CS19 (class in cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs) Converter_BloomModel_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs) Converter_BloomModel_WithoutOptionalModel_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs) Converter_BTLMLMHeadModel_CS20_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs) Converter_BTLMLMHeadModel_WithoutModelPrefix_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs) Converter_BTLMLMHeadModel_WithoutModelPrefix_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs) Converter_BTLMModel_WithoutModelPrefix_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs) Converter_BTLMModel_WithoutModelPrefix_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs) Converter_CLIPViT_Core_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.clip_vit) Converter_CLIPViT_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.clip_vit) Converter_CLIPViT_Projection_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.clip_vit) Converter_Codegen_Attention_HF_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs) Converter_Codegen_Headless_HF_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs) Converter_Codegen_Headless_HF_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs) Converter_Codegen_Headless_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs) Converter_Codegen_LMHeadModel_CS18_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs) Converter_Codegen_LMHeadModel_CS20_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs) Converter_Codegen_LMHeadModel_HF_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs) Converter_Codegen_LMHeadModel_HF_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs) Converter_Codegen_LMHeadModel_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs) Converter_DPO_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.dpo) Converter_DPR_BertWrapper (class in cerebras.modelzoo.tools.checkpoint_converters.dpr) Converter_DPRContextEncoder_HF_CS (class in cerebras.modelzoo.tools.checkpoint_converters.dpr) Converter_DPRModel_CS22_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.dpr) Converter_DPRModel_HF_CS22 (class in cerebras.modelzoo.tools.checkpoint_converters.dpr) Converter_DPRModel_HF_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.dpr) Converter_DPRQuestionEncoder_HF_CS (class in cerebras.modelzoo.tools.checkpoint_converters.dpr) Converter_Dragon_BertWrapper (class in cerebras.modelzoo.tools.checkpoint_converters.dragon_plus) Converter_DragonContextEncoder_HF_CS (class in cerebras.modelzoo.tools.checkpoint_converters.dragon_plus) Converter_DragonModel_HF_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.dragon_plus) Converter_DragonQuestionEncoder_HF_CS (class in cerebras.modelzoo.tools.checkpoint_converters.dragon_plus) Converter_Esm2Model_WithoutOptionalModel_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.esm2) Converter_Esm2PretrainModel_WithoutOptionalModel_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.esm2) Converter_Falcon_180B_Headless_WithoutModelPrefix_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.falcon_180b) Converter_Falcon_180B_Headless_WithoutOptionalModel_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.falcon_180b) Converter_Falcon_180B_WithoutModelPrefix_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.falcon_180b) Converter_Falcon_180B_WithoutOptionalModel_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.falcon_180b) Converter_Falcon_40B_Attention_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.falcon_40b) Converter_Falcon_40B_Headless_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.falcon_40b) Converter_Falcon_40B_Headless_WithoutModelPrefix_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.falcon_40b) Converter_Falcon_40B_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.falcon_40b) Converter_Falcon_40B_WithoutModelPrefix_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.falcon_40b) Converter_Falcon_7B_Attention_HF_CS19 (class in cerebras.modelzoo.tools.checkpoint_converters.falcon_7b) Converter_Falcon_7B_Headless_HF_CS19 (class in cerebras.modelzoo.tools.checkpoint_converters.falcon_7b) Converter_Falcon_7B_Headless_WithoutModelPrefix_HF_CS19 (class in cerebras.modelzoo.tools.checkpoint_converters.falcon_7b) Converter_Falcon_7B_HF_CS19 (class in cerebras.modelzoo.tools.checkpoint_converters.falcon_7b) Converter_Falcon_7B_WithoutModelPrefix_HF_CS19 (class in cerebras.modelzoo.tools.checkpoint_converters.falcon_7b) Converter_Falcon_CS20_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.falcon) Converter_Falcon_Headless_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.falcon) Converter_Falcon_Headless_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.falcon) Converter_Falcon_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.falcon) Converter_Falcon_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.falcon) Converter_Gemma2_WithoutOptionalModel_HF_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.gemma2) Converter_GPT2_Attention_HF_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs) Converter_GPT2LMHeadModel_CS18_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs) Converter_GPT2LMHeadModel_CS20_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs) Converter_GPT2LMHeadModel_CS22_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs) Converter_GPT2LMHeadModel_GPTBackboneLMHeadModel_CS24 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt_backbone) Converter_GPT2LMHeadModel_HF_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs) Converter_GPT2LMHeadModel_HF_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs) Converter_GPT2LMHeadModel_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs) Converter_GPT2LMHeadModel_WithoutOptionalModel_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs) Converter_GPT2Model_HF_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs) Converter_GPT2Model_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs) Converter_GPT2Model_WithoutOptionalModel_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs) Converter_GPT_Neox_Attention_HF_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs) Converter_GPT_Neox_Headless_HF_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs) Converter_GPT_Neox_Headless_HF_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs) Converter_GPT_Neox_Headless_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs) Converter_GPT_Neox_Headless_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs) Converter_GPT_Neox_LMHeadModel_CS18_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs) Converter_GPT_Neox_LMHeadModel_CS20_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs) Converter_GPT_Neox_LMHeadModel_HF_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs) Converter_GPT_Neox_LMHeadModel_HF_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs) Converter_GPT_Neox_LMHeadModel_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs) Converter_GPT_Neox_LMHeadModel_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs) Converter_GPTJ_Attention_HF_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs) Converter_GPTJ_Headless_HF_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs) Converter_GPTJ_Headless_HF_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs) Converter_GPTJ_Headless_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs) Converter_GPTJ_Headless_HF_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs) Converter_GPTJ_LMHeadModel_CS18_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs) Converter_GPTJ_LMHeadModel_CS20_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs) Converter_GPTJ_LMHeadModel_HF_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs) Converter_GPTJ_LMHeadModel_HF_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs) Converter_GPTJ_LMHeadModel_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs) Converter_GPTJ_LMHeadModel_HF_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs) Converter_JAISLMHeadModel_CS20_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.jais_hf_cs) Converter_JAISLMHeadModel_WithoutModelPrefix_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.jais_hf_cs) Converter_JAISLMHeadModel_WithoutModelPrefix_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.jais_hf_cs) Converter_JAISModel_WithoutModelPrefix_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.jais_hf_cs) Converter_JAISModel_WithoutModelPrefix_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.jais_hf_cs) Converter_LlamaAttention_HF_CS (class in cerebras.modelzoo.tools.checkpoint_converters.llama) Converter_LlamaForCausalLM_CS19_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.llama) Converter_LlamaForCausalLM_CS20_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.llama) Converter_LlamaForCausalLM_HF_CS (class in cerebras.modelzoo.tools.checkpoint_converters.llama) Converter_LlamaForCausalLM_HF_CS19 (class in cerebras.modelzoo.tools.checkpoint_converters.llama) Converter_LlamaForCausalLM_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.llama) Converter_LlamaForCausalLM_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.llama) Converter_LlamaModel_HF_CS (class in cerebras.modelzoo.tools.checkpoint_converters.llama) Converter_LlamaModel_HF_CS19 (class in cerebras.modelzoo.tools.checkpoint_converters.llama) Converter_LlamaModel_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.llama) Converter_LlamaModel_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.llama) Converter_LLaVA_CLIPViT_WithoutModel_HF_CS22 (class in cerebras.modelzoo.tools.checkpoint_converters.llava) Converter_LLaVA_LLaMA_WithoutModel_HF_CS22 (class in cerebras.modelzoo.tools.checkpoint_converters.llava) Converter_LLaVA_WithoutModel_HF_CS22 (class in cerebras.modelzoo.tools.checkpoint_converters.llava) Converter_MistralForCausalLM_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.mistral) Converter_MistralModel_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.mistral) Converter_MixtralForCausalLM_HF_CS (class in cerebras.modelzoo.tools.checkpoint_converters.mixtral) Converter_MixtralLMHeadModel_WithoutOptionalModel_HF_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.mixtral) Converter_MixtralModel_HF_CS (class in cerebras.modelzoo.tools.checkpoint_converters.mixtral) Converter_MixtralModel_WithoutOptionalModel_HF_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.mixtral) Converter_MMSimple_LLaVA_CLIPViT_WithoutModel_HF_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.mm_simple) Converter_MMSimple_LLaVA_LLaMA_WithoutModel_HF_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.mm_simple) Converter_MMSimple_LLaVA_WithoutModel_HF_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.mm_simple) Converter_MMSimple_LLaVA_WithoutModel_HF_CS24 (class in cerebras.modelzoo.tools.checkpoint_converters.mm_simple) Converter_NON_DPO_TO_DPO_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.dpo) Converter_RobertaPretrainModel_HF_CS (class in cerebras.modelzoo.tools.checkpoint_converters.roberta) Converter_RobertaPretrainModel_HF_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.roberta) Converter_RobertaPretrainModel_WithoutOptionalModel_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.roberta) Converter_Santacoder_Attention_HF_CS (class in cerebras.modelzoo.tools.checkpoint_converters.santacoder) Converter_SantacoderLMHeadModel_CS20_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.santacoder) Converter_SantacoderLMHeadModel_HF_CS (class in cerebras.modelzoo.tools.checkpoint_converters.santacoder) Converter_SantacoderLMHeadModel_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.santacoder) Converter_SantacoderLMHeadModel_WithoutOptionalModel_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.santacoder) Converter_SantacoderModel_HF_CS (class in cerebras.modelzoo.tools.checkpoint_converters.santacoder) Converter_SantacoderModel_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.santacoder) Converter_SantacoderModel_WithoutOptionalModel_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.santacoder) Converter_sP_muP_post_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.mup) Converter_sP_muP_pre_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.mup) Converter_Starcoder_Attention_HF_CS (class in cerebras.modelzoo.tools.checkpoint_converters.starcoder) Converter_StarcoderForCausalLM_HF_CS (class in cerebras.modelzoo.tools.checkpoint_converters.starcoder) Converter_StarcoderForCausalLM_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.starcoder) Converter_StarcoderForCausalLM_WithoutOptionalModel_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.starcoder) Converter_StarcoderLMHeadModel_CS20_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.starcoder) Converter_StarcoderModel_HF_CS (class in cerebras.modelzoo.tools.checkpoint_converters.starcoder) Converter_StarcoderModel_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.starcoder) Converter_StarcoderModel_WithoutOptionalModel_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.starcoder) Converter_T5_CS16_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.t5) Converter_T5_CS16_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.t5) Converter_T5_CS17_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.t5) Converter_T5_CS18_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.t5) Converter_T5_CS20_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.t5) Converter_T5_HF_CS17 (class in cerebras.modelzoo.tools.checkpoint_converters.t5) Converter_T5_HF_CS18 (class in cerebras.modelzoo.tools.checkpoint_converters.t5) Converter_T5_HF_CS20 (class in cerebras.modelzoo.tools.checkpoint_converters.t5) Converter_T5_sP_muP (class in cerebras.modelzoo.tools.checkpoint_converters.mup) Converter_T5_WithoutOptionalModel_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.t5) Converter_T5_WithoutOptionalModel_HF_CS23 (class in cerebras.modelzoo.tools.checkpoint_converters.t5) Converter_ViT_Core_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.vit) Converter_ViT_Headless_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.vit) Converter_ViT_HF_CS21 (class in cerebras.modelzoo.tools.checkpoint_converters.vit) copy() (cerebras.modelzoo.config.base_config.BaseConfig method) (cerebras.modelzoo.config.data_config.DataConfig method) (cerebras.modelzoo.config.model_config.ModelConfig method) (cerebras.modelzoo.config.named_config.NamedConfig method) (cerebras.modelzoo.data.common.config.GenericDataProcessorConfig method) (cerebras.modelzoo.data.common.config.HuggingFaceDataProcessorConfig method) (cerebras.modelzoo.data.nlp.bert.bert_utils.Vocab method) (cerebras.modelzoo.data.nlp.gpt.config.DummyDataProcessorConfig method) (cerebras.modelzoo.data.nlp.gpt.config.DummyIterableDataProcessorConfig method) (cerebras.modelzoo.data.nlp.gpt.config.GptHDF5DataProcessorConfig method) (cerebras.modelzoo.data.nlp.gpt.config.HuggingFaceIterableDataProcessorEli5Config method) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorConfig method) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorGUConfig method) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorLLConfig method) (cerebras.modelzoo.data.nlp.t5.config.T5HDF5DataProcessorConfig method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig method) (cerebras.modelzoo.tools.checkpoint_converters.streaming_checkpoints.ReadOnlyDict method) CoreCallback (class in cerebras.modelzoo.trainer.callbacks) Cosine (class in cerebras.pytorch.sparse.utils) CosineAnnealingLR (class in cerebras.pytorch.optim.lr_scheduler) CosineAnnealingWarmRestarts (class in cerebras.pytorch.optim.lr_scheduler) CosineAnnealingWarmRestartsWD (class in cerebras.pytorch.optim.weight_decay_scheduler) CosineAnnealingWD (class in cerebras.pytorch.optim.weight_decay_scheduler) CosineDecayLR (class in cerebras.pytorch.optim.lr_scheduler) CosineDecayWD (class in cerebras.pytorch.optim.weight_decay_scheduler) count() (cerebras.modelzoo.data_preparation.nlp.extractive_summarisation_utils.BertInputFeatures method) (cerebras.modelzoo.data_preparation.nlp.write_csv_ner.InputFeatures method) (cerebras.modelzoo.data_preparation.utils.maskedLmInstance method) count_lines() (in module cerebras.modelzoo.common.model_utils.count_lines) count_total_documents() (in module cerebras.modelzoo.data_preparation.utils) CountParams (class in cerebras.modelzoo.trainer.callbacks) create_2D_autoregressive_mask() (in module cerebras.modelzoo.common.utils.model.transformer_utils) create_2D_full_mask() (in module cerebras.modelzoo.common.utils.model.transformer_utils) create_arg_parser() (in module cerebras.modelzoo.data_preparation.nlp.bert.parser_utils) create_bertsum_feature() (in module cerebras.modelzoo.data.nlp.bert.BertSumCSVDataProcessor) create_broadcasted_autoregressive_mask() (in module cerebras.modelzoo.common.utils.model.transformer_utils) create_chunked_attention_span() (in module cerebras.modelzoo.common.utils.model.transformer_utils) create_config_class() (in module cerebras.modelzoo.config.utils) create_csv() (in module cerebras.modelzoo.data_preparation.nlp.bert.create_csv) (in module cerebras.modelzoo.data_preparation.nlp.bert.create_csv_mlm_only) (in module cerebras.modelzoo.data_preparation.nlp.bert.create_csv_mlm_only_static_masking) (in module cerebras.modelzoo.data_preparation.nlp.bert.create_csv_static_masking) create_dataloader() (cerebras.modelzoo.data.common.GenericDataProcessor.GenericDataProcessor method) (cerebras.modelzoo.data.common.HDF5IterableDataProcessor.HDF5IterableDataProcessor method) (cerebras.modelzoo.data.common.SyntheticDataProcessor.SyntheticDataProcessor method) (cerebras.modelzoo.data.nlp.bert.BertCSVDataProcessor.BertCSVDataProcessor method) (cerebras.modelzoo.data.nlp.bert.BertCSVDynamicMaskDataProcessor.BertCSVDynamicMaskDataProcessor method) (cerebras.modelzoo.data.nlp.bert.BertSumCSVDataProcessor.BertSumCSVDataProcessor method) (cerebras.modelzoo.data.nlp.bert.BertTokenClassifierDataProcessor.BertTokenClassifierDataProcessor method) (cerebras.modelzoo.data.nlp.dpo.DpoHDF5DataProcessor.DpoHDF5DataProcessor method) (cerebras.modelzoo.data.nlp.gpt.DummyDataProcessor.DummyDataProcessor method) (cerebras.modelzoo.data.nlp.gpt.DummyIterableDataProcessor.DummyIterableDataProcessor method) (cerebras.modelzoo.data.nlp.gpt.DummyIterableDataProcessor.DummyTinyIterableDataProcessor method) (cerebras.modelzoo.data.nlp.gpt.GptHDF5DataProcessor.GptHDF5DataProcessor method) (cerebras.modelzoo.data.nlp.gpt.HuggingFaceDataProcessorEli5.HuggingFaceDataProcessorEli5 method) (cerebras.modelzoo.data.nlp.gpt.HuggingFaceIterableDataProcessorEli5.HuggingFaceIterableDataProcessorEli5 method) (cerebras.modelzoo.data.nlp.gpt.InferenceDataProcessor.InferenceDataProcessor method) (cerebras.modelzoo.data.nlp.gpt.InferenceDataProcessor.InferenceDataProcessorBCEH method) (cerebras.modelzoo.data.nlp.gpt.InferenceDataProcessor.InferenceDataProcessorGU method) (cerebras.modelzoo.data.nlp.gpt.InferenceDataProcessor.InferenceDataProcessorLL method) (cerebras.modelzoo.data.nlp.t5.T5DynamicDataProcessor.T5DynamicDataProcessor method) (cerebras.modelzoo.data.nlp.t5.T5HDF5DataProcessor.T5HDF5DataProcessor method) (cerebras.modelzoo.data.nlp.transformer.TransformerDynamicDataProcessor.TransformerDynamicDataProcessor method) (cerebras.modelzoo.data.vision.diffusion.DiffusionBaseProcessor.DiffusionBaseProcessor method) (cerebras.modelzoo.data.vision.diffusion.DiffusionLatentImageNet1KProcessor.DiffusionLatentImageNet1KProcessor method) (cerebras.modelzoo.data.vision.segmentation.Hdf5BaseDataProcessor.Hdf5BaseDataProcessor method) (cerebras.modelzoo.data.vision.segmentation.Hdf5BaseIterDataProcessor.Hdf5BaseIterDataProcessor method) (cerebras.modelzoo.data.vision.segmentation.Hdf5DataProcessor.Hdf5DataProcessor method) (cerebras.modelzoo.data.vision.segmentation.SkmDataProcessor.SkmDataProcessor method) (cerebras.modelzoo.data_preparation.huggingface.HuggingFaceDataProcessor.HuggingFaceDataProcessor method) (cerebras.modelzoo.data_preparation.raw_dataset_processor.RawDatasetProcessor.MultimodalRawDatasetProcessor method) (cerebras.modelzoo.data_preparation.raw_dataset_processor.RawDatasetProcessor.RawDatasetProcessor method) create_dataset() (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_base_preprocessor.HDF5BasePreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_curation_corpus_preprocessor.CurationCorpusPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.FIMDataPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.LlavaBasePreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.LlavaPhaseOnePreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.LlavaPhaseTwoPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.LMDataPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.SummarizationPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.VSLLMDataPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.VSLSummarizationPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_nlg_preprocessor.NLGPreprocessor method) create_features_auto_lm() (cerebras.modelzoo.data_preparation.data_preprocessing.fim_token_generator.FIMTokenGenerator method) (cerebras.modelzoo.data_preparation.data_preprocessing.pretraining_token_generator.PretrainingTokenGenerator method) (cerebras.modelzoo.data_preparation.data_preprocessing.vsl_pretraining_token_generator.VSLPretrainingTokenGenerator method) (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) create_features_auto_lm_vsl() (cerebras.modelzoo.data_preparation.data_preprocessing.vsl_pretraining_token_generator.VSLPretrainingTokenGenerator method) (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) create_features_finetuning_vsl() (cerebras.modelzoo.data_preparation.data_preprocessing.vsl_finetuning_token_generator.VSLFinetuningTokenGenerator method) create_features_llava_phase1() (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) create_features_llava_phase2() (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) create_features_summarization() (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) create_features_summarization_vsl() (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) create_features_vsl_mlm() (cerebras.modelzoo.data_preparation.data_preprocessing.vsl_pretraining_token_generator.VSLPretrainingTokenGenerator method) create_h5() (in module cerebras.modelzoo.data_preparation.nlp.bert.create_hdf5_files) (in module cerebras.modelzoo.data_preparation.vision.unet.create_hdf5_files) create_h5_mp() (in module cerebras.modelzoo.data_preparation.nlp.bert.create_hdf5_files) (in module cerebras.modelzoo.data_preparation.vision.unet.create_hdf5_files) create_masked_lm_features() (in module cerebras.modelzoo.data_preparation.nlp.bert.mlm_only_processor) create_masked_lm_predictions() (in module cerebras.modelzoo.data.nlp.bert.bert_utils) (in module cerebras.modelzoo.data_preparation.utils) create_ner_features() (in module cerebras.modelzoo.data.nlp.bert.BertTokenClassifierDataProcessor) create_parser() (in module cerebras.modelzoo.data_preparation.nlp.bert.bertsum_data_processor) (in module cerebras.modelzoo.data_preparation.nlp.bert.ner_data_processor) create_sliding_window_mask_with_complement() (in module cerebras.modelzoo.common.utils.model.transformer_utils) create_transform() (in module cerebras.modelzoo.data.vision.transforms) create_transformer_input_features() (in module cerebras.modelzoo.data.nlp.t5.t5_utils) (in module cerebras.modelzoo.data_preparation.nlp.t5.utils) create_unique_hash() (in module cerebras.modelzoo.data_preparation.data_preprocessing.custom_hook_examples.custom_hooks) create_vsl_mask() (in module cerebras.modelzoo.common.utils.model.transformer_utils) create_worker_cache() (in module cerebras.modelzoo.data.vision.utils) crop() (in module cerebras.modelzoo.data.vision.segmentation.transforms.crop_and_pad_augmentations) CSDataCollatorForLanguageModeling (class in cerebras.modelzoo.data_preparation.huggingface.CSDataCollatorForLanguageModeling) csx_annotate_sparsity() (cerebras.pytorch.sparse.SparsityAlgorithm method) CurationCorpusPreprocessor (class in cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_curation_corpus_preprocessor) current_backend() (in module cerebras.pytorch) current_torch_device() (in module cerebras.pytorch) custom_dict_flatten() (in module cerebras.modelzoo.data.common.SyntheticDataProcessor) custom_dict_unflatten() (in module cerebras.modelzoo.data.common.SyntheticDataProcessor) custom_progress_bar() (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_dedup.generate_duplicate_pairs) (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_dedup.to_hash) CustomLlama3Tokenizer (class in cerebras.modelzoo.data_preparation.data_preprocessing.custom_tokenizer_example.CustomLlama3Tokenizer) cutmix_alpha (cerebras.modelzoo.data.vision.classification.dataset_factory.VisionClassificationProcessorConfig attribute) cycle_documents() (in module cerebras.modelzoo.data_preparation.nlp.slimpajama.utils) CyclicLR (class in cerebras.pytorch.optim.lr_scheduler) CyclicWD (class in cerebras.pytorch.optim.weight_decay_scheduler) Cycling (class in cerebras.pytorch.sparse.utils)

D

data_dir (cerebras.modelzoo.data.common.h5_map_dataset.dataset.HDF5DatasetConfig attribute) (cerebras.modelzoo.data.common.HDF5IterableDataset.HDF5IterableDatasetConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertClassifierDataProcessor.ClassifierDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertCSVDataProcessor.BertCSVDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertCSVDynamicMaskDataProcessor.BertCSVDynamicMaskDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertSumCSVDataProcessor.BertSumCSVDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertTokenClassifierDataProcessor.BertTokenClassifierDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.GptHDF5DataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.t5.config.T5HDF5DataProcessorConfig attribute) (cerebras.modelzoo.data.vision.classification.dataset_factory.VisionClassificationProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig attribute) (cerebras.modelzoo.data.vision.segmentation.Hdf5BaseDataProcessor.Hdf5BaseDataProcessorConfig attribute) data_generator() (in module cerebras.modelzoo.data_preparation.nlp.bert.dynamic_processor) (in module cerebras.modelzoo.data_preparation.nlp.bert.mlm_only_processor) (in module cerebras.modelzoo.data_preparation.nlp.bert.sentence_pair_processor) data_processor (cerebras.modelzoo.data.common.config.GenericDataProcessorConfig attribute) (cerebras.modelzoo.data.common.config.HuggingFaceDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.DummyDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.DummyIterableDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.GptHDF5DataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.HuggingFaceIterableDataProcessorEli5Config attribute) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorGUConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorLLConfig attribute) (cerebras.modelzoo.data.nlp.t5.config.T5HDF5DataProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig attribute) data_subset (cerebras.modelzoo.data.common.h5_map_dataset.dataset.HDF5DatasetConfig attribute) DataConfig (class in cerebras.modelzoo.config.data_config) DataExecutor (class in cerebras.pytorch.utils.data) DataFrame (class in cerebras.modelzoo.data_preparation.data_preprocessing.data_reader) DataInfoCLI (class in cerebras.modelzoo.cli.data_info_cli) dataloader (cerebras.modelzoo.trainer.callbacks.DataLoaderCallback attribute) DataLoader (class in cerebras.pytorch.utils.data) dataloader_build_time (cerebras.pytorch.utils.benchmark.utils.dataloader.Metrics attribute) DataLoaderCallback (class in cerebras.modelzoo.trainer.callbacks) DataPreprocessCLI (class in cerebras.modelzoo.cli.data_preprocess_cli) DataPreprocessor (class in cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor) DataProcessor (class in cerebras.modelzoo.data.nlp.bert.BertClassifierDataProcessor) Dataset (class in cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets) dataset_size (cerebras.modelzoo.common.utils.input.utils.SamplesSaver property) DatasetStats (class in cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) deaggregate_state_dict() (cerebras.modelzoo.data.common.restartable_dataloader.RestartableDataLoader method) (cerebras.pytorch.utils.data.RestartableDataLoader method) debug_args (cerebras.pytorch.backends.csx.debug attribute) debug_or_download_individual_file() (in module cerebras.modelzoo.data_preparation.nlp.pile.download) DebugArgsPath (class in cerebras.modelzoo.trainer.callbacks) deduplicate_train_holdout_sets() (in module cerebras.modelzoo.data_preparation.nlp.slimpajama.dedup.dedup_train) deduplication_pipeline() (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_dedup.dedup) default_hook() (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor) default_sparse_param_filter() (in module cerebras.pytorch.sparse.configure) delete_data_dumps() (cerebras.modelzoo.common.utils.input.utils.SamplesSaver method) describe_fields() (in module cerebras.modelzoo.config.utils) devices() (cerebras.modelzoo.common.utils.run.utils.DeviceType class method) DeviceType (class in cerebras.modelzoo.common.utils.run.utils) DiabeticRetinopathy (class in cerebras.modelzoo.data.vision.classification.data.retinopathy) DiabeticRetinopathyProcessor (class in cerebras.modelzoo.data.vision.classification.data.retinopathy) DiabeticRetinopathyProcessorConfig (class in cerebras.modelzoo.data.vision.classification.data.retinopathy) DiceCoefficientMetric (class in cerebras.pytorch.metrics) diff_checkpoints() (in module cerebras.modelzoo.tools.convert_checkpoint) diff_checkpoints_from_file() (in module cerebras.modelzoo.tools.convert_checkpoint) DiffusionBaseProcessor (class in cerebras.modelzoo.data.vision.diffusion.DiffusionBaseProcessor) DiffusionBaseProcessorConfig (class in cerebras.modelzoo.data.vision.diffusion.config) DiffusionImageNet1KProcessor (class in cerebras.modelzoo.data.vision.diffusion.DiffusionImageNet1KProcessor) DiffusionImageNet1KProcessorConfig (class in cerebras.modelzoo.data.vision.diffusion.config) DiffusionLatentImageNet1KProcessor (class in cerebras.modelzoo.data.vision.diffusion.DiffusionLatentImageNet1KProcessor) DiffusionLatentImageNet1KProcessorConfig (class in cerebras.modelzoo.data.vision.diffusion.config) DiffusionSyntheticDataProcessorConfig (class in cerebras.modelzoo.data.vision.diffusion.config) dir_path() (cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets.Dataset method) (cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets.RedPajamaReplication method) disable_lora_merge_weights() (in module cerebras.modelzoo.common.utils.model.lora) disable_nsp (cerebras.modelzoo.data.nlp.bert.BertCSVDataProcessor.BertCSVDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertCSVDynamicMaskDataProcessor.BertCSVDynamicMaskDataProcessorConfig attribute) discard_params() (in module cerebras.modelzoo.common.utils.run.cli_parser) discriminator (cerebras.modelzoo.config.data_config.DataConfig attribute) (cerebras.modelzoo.config.model_config.ModelConfig attribute) (cerebras.modelzoo.config.named_config.NamedConfig attribute) (cerebras.modelzoo.data.common.config.GenericDataProcessorConfig attribute) (cerebras.modelzoo.data.common.config.HuggingFaceDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.DummyDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.DummyIterableDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.GptHDF5DataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.HuggingFaceIterableDataProcessorEli5Config attribute) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorGUConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorLLConfig attribute) (cerebras.modelzoo.data.nlp.t5.config.T5HDF5DataProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig attribute)

discriminator_value (cerebras.modelzoo.config.data_config.DataConfig property) (cerebras.modelzoo.config.model_config.ModelConfig property) (cerebras.modelzoo.config.named_config.NamedConfig property) (cerebras.modelzoo.data.common.config.GenericDataProcessorConfig property) (cerebras.modelzoo.data.common.config.HuggingFaceDataProcessorConfig property) (cerebras.modelzoo.data.nlp.gpt.config.DummyDataProcessorConfig property) (cerebras.modelzoo.data.nlp.gpt.config.DummyIterableDataProcessorConfig property) (cerebras.modelzoo.data.nlp.gpt.config.GptHDF5DataProcessorConfig property) (cerebras.modelzoo.data.nlp.gpt.config.HuggingFaceIterableDataProcessorEli5Config property) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorConfig property) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorGUConfig property) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorLLConfig property) (cerebras.modelzoo.data.nlp.t5.config.T5HDF5DataProcessorConfig property) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig property) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig property) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig property) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig property) display_sample() (cerebras.modelzoo.data.multimodal.datasets.OpenImages.OpenImagesv4 static method) Dmlab (class in cerebras.modelzoo.data.vision.classification.data.dmlab) DmlabProcessor (class in cerebras.modelzoo.data.vision.classification.data.dmlab) DmlabProcessorConfig (class in cerebras.modelzoo.data.vision.classification.data.dmlab) do_lower (cerebras.modelzoo.data.nlp.bert.BertClassifierDataProcessor.ClassifierDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertCSVDynamicMaskDataProcessor.BertCSVDynamicMaskDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertSumCSVDataProcessor.BertSumCSVDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertTokenClassifierDataProcessor.BertTokenClassifierDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.t5.T5DynamicDataProcessor.T5DynamicDataProcessorConfig attribute) DocObject (class in cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) document_separator_token (cerebras.modelzoo.data.nlp.bert.BertCSVDynamicMaskDataProcessor.BertCSVDynamicMaskDataProcessorConfig attribute) documents() (cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets.Dataset method) (cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets.RedPajamaArXivDataset method) (cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets.RedPajamaBooksDataset method) (cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets.RedPajamaC4Dataset method) (cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets.RedPajamaCommonCrawlDataset method) (cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets.RedPajamaGithubDataset method) (cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets.RedPajamaStackExchangeDataset method) (cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets.RedPajamaWikipediaDataset method) download_pile() (in module cerebras.modelzoo.data_preparation.nlp.pile.download) download_tokenizer_files() (in module cerebras.modelzoo.data_preparation.nlp.pile.download) Downloader (class in cerebras.modelzoo.data_preparation.nlp.pubmed.Downloader) dpo_read_hook() (in module cerebras.modelzoo.data_preparation.data_preprocessing.hooks) DpoHDF5DataProcessor (class in cerebras.modelzoo.data.nlp.dpo.DpoHDF5DataProcessor) DpoHDF5DataProcessorConfig (class in cerebras.modelzoo.data.nlp.dpo.DpoHDF5DataProcessor) DPOLoss (class in cerebras.modelzoo.losses.DPOLoss) DPOTokenGenerator (class in cerebras.modelzoo.data_preparation.data_preprocessing.dpo_token_generator) DPRLoss (class in cerebras.modelzoo.losses.dpr_loss) drop_last (cerebras.modelzoo.data.common.config.GenericDataProcessorConfig attribute) (cerebras.modelzoo.data.common.config.HuggingFaceDataProcessorConfig attribute) (cerebras.modelzoo.data.common.GenericDataProcessor.GenericDataProcessorConfig attribute) (cerebras.modelzoo.data.common.h5_map_dataset.dataset.HDF5DatasetConfig attribute) (cerebras.modelzoo.data.common.HDF5IterableDataset.HDF5IterableDatasetConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertClassifierDataProcessor.ClassifierDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertCSVDataProcessor.BertCSVDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertCSVDynamicMaskDataProcessor.BertCSVDynamicMaskDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertSumCSVDataProcessor.BertSumCSVDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertTokenClassifierDataProcessor.BertTokenClassifierDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.DummyDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.DummyIterableDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.GptHDF5DataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.HuggingFaceIterableDataProcessorEli5Config attribute) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorGUConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorLLConfig attribute) (cerebras.modelzoo.data.nlp.t5.config.T5HDF5DataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.t5.T5DynamicDataProcessor.T5DynamicDataProcessorConfig attribute) (cerebras.modelzoo.data.vision.classification.dataset_factory.VisionClassificationProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig attribute) (cerebras.modelzoo.data.vision.segmentation.Hdf5BaseDataProcessor.Hdf5BaseDataProcessorConfig attribute) (cerebras.modelzoo.data_preparation.huggingface.HuggingFaceDataProcessor.HuggingFaceDataProcessorConfig attribute) DSprites (class in cerebras.modelzoo.data.vision.classification.data.dsprites) DSpritesProcessor (class in cerebras.modelzoo.data.vision.classification.data.dsprites) DSpritesProcessorConfig (class in cerebras.modelzoo.data.vision.classification.data.dsprites) DTDProcessor (class in cerebras.modelzoo.data.vision.classification.data.dtd) DTDProcessorConfig (class in cerebras.modelzoo.data.vision.classification.data.dtd) dtype_byte_size() (in module cerebras.modelzoo.tools.checkpoint_converters.streaming_checkpoints) DummyDataProcessor (class in cerebras.modelzoo.data.nlp.gpt.DummyDataProcessor) DummyDataProcessorConfig (class in cerebras.modelzoo.data.nlp.gpt.config) DummyDataset (class in cerebras.modelzoo.data.nlp.gpt.DummyDataProcessor) DummyIterableDataProcessor (class in cerebras.modelzoo.data.nlp.gpt.DummyIterableDataProcessor) DummyIterableDataProcessorConfig (class in cerebras.modelzoo.data.nlp.gpt.config) DummyIterableDataset (class in cerebras.modelzoo.data.nlp.gpt.DummyIterableDataProcessor) DummyTinyIterableDataProcessor (class in cerebras.modelzoo.data.nlp.gpt.DummyIterableDataProcessor) DummyTinyIterableDataset (class in cerebras.modelzoo.data.nlp.gpt.DummyIterableDataProcessor) dump_args() (in module cerebras.modelzoo.data_preparation.data_preprocessing.utils) (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) dump_result() (in module cerebras.modelzoo.data_preparation.data_preprocessing.utils) (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) DumpActivations (class in cerebras.modelzoo.trainer.callbacks) DumpAvailableTensorNames (class in cerebras.modelzoo.trainer.callbacks) dynamic_loss_weight (cerebras.modelzoo.data.nlp.t5.T5DynamicDataProcessor.T5DynamicDataProcessorConfig attribute) dynamic_mlm_scale (cerebras.modelzoo.data.nlp.bert.BertCSVDataProcessor.BertCSVDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertCSVDynamicMaskDataProcessor.BertCSVDynamicMaskDataProcessorConfig attribute) DynamicSparsityAlgorithm (class in cerebras.pytorch.sparse)

E

eeh_parser() (in module cerebras.modelzoo.common.run_eleuther_eval_harness) elapsed_seconds (cerebras.modelzoo.trainer.callbacks.RateProfiler property) element_length_fn() (cerebras.modelzoo.data.nlp.t5.T5DynamicDataProcessor.T5DynamicDataProcessor method) (cerebras.modelzoo.data.nlp.transformer.TransformerDynamicDataProcessor.TransformerDynamicDataProcessor method) EleutherCLIArgs (class in cerebras.modelzoo.trainer.extensions.eleuther) EleutherEvalHarness (class in cerebras.modelzoo.trainer.extensions.eleuther) EmailNotification (class in cerebras.modelzoo.trainer.callbacks) encode() (cerebras.modelzoo.data_preparation.data_preprocessing.dpo_token_generator.DPOTokenGenerator method) (cerebras.modelzoo.data_preparation.data_preprocessing.fim_token_generator.FIMTokenGenerator method) (cerebras.modelzoo.data_preparation.data_preprocessing.finetuning_token_generator.FinetuningTokenGenerator method) (cerebras.modelzoo.data_preparation.data_preprocessing.pretraining_token_generator.PretrainingTokenGenerator method) (cerebras.modelzoo.data_preparation.data_preprocessing.vsl_finetuning_token_generator.VSLFinetuningTokenGenerator method) (cerebras.modelzoo.data_preparation.data_preprocessing.vsl_pretraining_token_generator.VSLPretrainingTokenGenerator method) encode_leftover_prefix() (cerebras.modelzoo.data_preparation.data_preprocessing.fim_token_generator.FIMTokenGenerator method) (cerebras.modelzoo.data_preparation.data_preprocessing.pretraining_token_generator.PretrainingTokenGenerator method) (cerebras.modelzoo.data_preparation.data_preprocessing.vsl_pretraining_token_generator.VSLPretrainingTokenGenerator method) encode_sequence() (cerebras.modelzoo.data.nlp.bert.BertClassifierDataProcessor.ClassifierDataset method) (cerebras.modelzoo.data.nlp.bert.BertClassifierDataProcessor.MNLIDataset method) (cerebras.modelzoo.data.nlp.bert.BertClassifierDataProcessor.SST2Dataset method) end_time_ns (cerebras.pytorch.utils.benchmark.utils.dataloader.EpochMetrics attribute) (cerebras.pytorch.utils.benchmark.utils.dataloader.Metrics attribute)

end_val (cerebras.pytorch.optim.lr_scheduler.CosineDecayLR property) (cerebras.pytorch.optim.lr_scheduler.LinearLR property) (cerebras.pytorch.optim.lr_scheduler.PolynomialLR property) eos_token (cerebras.modelzoo.data.nlp.t5.T5DynamicDataProcessor.T5DynamicDataProcessorConfig attribute) eos_token_id (cerebras.modelzoo.data_preparation.data_preprocessing.custom_tokenizer_example.CustomLlama3Tokenizer.CustomLlama3Tokenizer attribute) epoch_metrics (cerebras.pytorch.utils.benchmark.utils.dataloader.Metrics attribute) epoch_step (cerebras.pytorch.utils.benchmark.utils.dataloader.BatchMetrics attribute) EpochMetrics (class in cerebras.pytorch.utils.benchmark.utils.dataloader) EquivalentSubkey (class in cerebras.modelzoo.tools.checkpoint_converters.base_converter) estimate_queue_size() (cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor.DataPreprocessor method) EuroSATProcessor (class in cerebras.modelzoo.data.vision.classification.data.eurosat) EuroSATProcessorConfig (class in cerebras.modelzoo.data.vision.classification.data.eurosat) eval_steps (cerebras.modelzoo.trainer.callbacks.ValidationLoop property) EvalHarnessDataset (class in cerebras.modelzoo.data.nlp.gpt.InferenceDataProcessor) exclude_from_masking (cerebras.modelzoo.data.nlp.bert.BertCSVDynamicMaskDataProcessor.BertCSVDynamicMaskDataProcessorConfig attribute) execute_crd_memory_gi (cerebras.pytorch.backends.csx.debug attribute) Exp (class in cerebras.pytorch.sparse.utils) ExponentialLR (class in cerebras.pytorch.optim.lr_scheduler) ExponentialWD (class in cerebras.pytorch.optim.weight_decay_scheduler) extend() (cerebras.pytorch.sparse.Group method) extra_ids (cerebras.modelzoo.data.nlp.t5.T5DynamicDataProcessor.T5DynamicDataProcessorConfig attribute) extract_model_dict() (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter method)

F

FallbackConfigConverter_CS_CS (class in cerebras.modelzoo.tools.checkpoint_converters.base_converter) FallbackConverter_CS_CS (class in cerebras.modelzoo.tools.checkpoint_converters.base_converter) FastDataLoader (class in cerebras.modelzoo.data.vision.utils) FBetaScoreMetric (class in cerebras.pytorch.metrics) features_list (cerebras.modelzoo.data.common.HDF5IterableDataset.HDF5IterableDatasetConfig attribute) (cerebras.modelzoo.data.nlp.dpo.DpoHDF5DataProcessor.DpoHDF5DataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.GptHDF5DataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.t5.config.T5HDF5DataProcessorConfig attribute) fetch_single_image() (in module cerebras.modelzoo.data_preparation.data_preprocessing.custom_hook_examples.custom_hooks) FGVCAircraftProcessor (class in cerebras.modelzoo.data.vision.classification.data.fgvc_aircraft) FGVCAircraftProcessorConfig (class in cerebras.modelzoo.data.vision.classification.data.fgvc_aircraft) file_read_generator() (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_base_preprocessor.HDF5BasePreprocessor method) file_split_process_dataset() (cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor.DataPreprocessor method) filter_dataset() (in module cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.filter) fim() (in module cerebras.modelzoo.data_preparation.data_preprocessing.utils) (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) FIMDataPreprocessor (class in cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors) FIMTokenGenerator (class in cerebras.modelzoo.data_preparation.data_preprocessing.fim_token_generator) finalize() (cerebras.modelzoo.trainer.callbacks.Callback method) find_connected_components() (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_dedup.generate_connected_components) (in module cerebras.modelzoo.data_preparation.nlp.slimpajama.dedup.generate_connected_components) find_last_paragraph_or_sentence_end() (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_reader) find_region_in_formatted_string() (in module cerebras.modelzoo.data_preparation.data_preprocessing.utils) find_token_range() (in module cerebras.modelzoo.data_preparation.data_preprocessing.utils) finetuning_image_captions_hook() (in module cerebras.modelzoo.data_preparation.data_preprocessing.hooks) finetuning_llava_hook() (in module cerebras.modelzoo.data_preparation.data_preprocessing.hooks) finetuning_llava_hook_prompt_completion() (in module cerebras.modelzoo.data_preparation.data_preprocessing.hooks) FinetuningTokenGenerator (class in cerebras.modelzoo.data_preparation.data_preprocessing.finetuning_token_generator) fit() (cerebras.modelzoo.Trainer method) flat_map() (in module cerebras.modelzoo.data.nlp.t5.t5_utils) (in module cerebras.modelzoo.data_preparation.nlp.t5.utils) flop_utilization (cerebras.modelzoo.trainer.callbacks.FlopUtilization property) FlopUtilization (class in cerebras.modelzoo.trainer.callbacks)

Flowers102Processor (class in cerebras.modelzoo.data.vision.classification.data.flowers102) Flowers102ProcessorConfig (class in cerebras.modelzoo.data.vision.classification.data.flowers102) flush() (cerebras.modelzoo.common.utils.input.utils.SamplesSaver method) (cerebras.modelzoo.trainer.loggers.Logger method) flush_logs() (cerebras.modelzoo.trainer.callbacks.Logging method) fold_long_doc (cerebras.modelzoo.data_preparation.data_preprocessing.vsl_pretraining_token_generator.VSLPretrainingTokenGenerator attribute) fold_lora_model_from_file() (in module cerebras.modelzoo.tools.fold_lora_checkpoint) Food101Processor (class in cerebras.modelzoo.data.vision.classification.data.food101) Food101ProcessorConfig (class in cerebras.modelzoo.data.vision.classification.data.food101) format_fim() (in module cerebras.modelzoo.data_preparation.data_preprocessing.utils) (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) format_rate() (cerebras.modelzoo.trainer.loggers.ProgressLogger static method) (in module cerebras.modelzoo.common.run_gpt_inference) format_time() (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor) FormatIndices (class in cerebras.modelzoo.tools.checkpoint_converters.base_converter) FormatVersions (class in cerebras.modelzoo.tools.checkpoint_converters.base_converter) forward() (cerebras.modelzoo.data.vision.classification.mixup.RandomCutmix method) (cerebras.modelzoo.data.vision.classification.mixup.RandomMixup method) (cerebras.modelzoo.data.vision.diffusion.dit_transforms.NoiseGenerator method) (cerebras.modelzoo.losses.dpr_loss.DPRLoss method) (cerebras.modelzoo.losses.LoadBalancingLoss.LoadBalancingLoss method) (cerebras.modelzoo.losses.T5ForConditionalGenerationLoss.T5ForConditionalGenerationLoss method) (cerebras.modelzoo.Trainer method) (cerebras.pytorch.metrics.Metric method) fp16_type (cerebras.modelzoo.data.nlp.gpt.config.GptHDF5DataProcessorConfig attribute) FreqSchedule (class in cerebras.pytorch.sparse.utils) from_numpy() (in module cerebras.pytorch) from_zeros() (in module cerebras.pytorch.sparse.init) fromkeys() (cerebras.modelzoo.data.nlp.bert.bert_utils.Vocab method) (cerebras.modelzoo.tools.checkpoint_converters.streaming_checkpoints.ReadOnlyDict method) full() (in module cerebras.pytorch) full_like() (in module cerebras.pytorch) FullTokenizer (class in cerebras.modelzoo.data_preparation.nlp.tokenizers.Tokenization)

G

GammaTransform (class in cerebras.modelzoo.data.vision.segmentation.transforms.color_transforms) GaussianNoiseTransform (class in cerebras.modelzoo.data.vision.segmentation.transforms.noise_transforms) gen_data_samples() (cerebras.modelzoo.data.nlp.gpt.InferenceDataProcessor.InferenceDataProcessor static method) (cerebras.modelzoo.data.nlp.gpt.InferenceDataProcessor.InferenceDataProcessorBCEH static method) (cerebras.modelzoo.data.nlp.gpt.InferenceDataProcessor.InferenceDataProcessorGU static method) (cerebras.modelzoo.data.nlp.gpt.InferenceDataProcessor.InferenceDataProcessorLL static method) generate_connected_components_mp() (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_dedup.generate_connected_components) (in module cerebras.modelzoo.data_preparation.nlp.slimpajama.dedup.generate_connected_components) generate_duplicates() (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_dedup.deduplicate_dataset) (in module cerebras.modelzoo.data_preparation.nlp.slimpajama.dedup.generate_duplicates_dict) generate_hashes() (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_dedup.to_hash) (in module cerebras.modelzoo.data_preparation.nlp.slimpajama.dedup.to_hash) generate_mup_config() (in module cerebras.modelzoo.tools.convert_config_to_mup) generate_pairs() (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_dedup.generate_duplicate_pairs) (in module cerebras.modelzoo.data_preparation.nlp.slimpajama.dedup.generate_duplicate_pairs) generate_sample() (cerebras.modelzoo.data.common.h5_map_dataset.dataset.HDF5Dataset method) generate_samples() (in module cerebras.modelzoo.data_preparation.nlp.slimpajama.split_dataset) GenericDataProcessor (class in cerebras.modelzoo.data.common.GenericDataProcessor) GenericDataProcessorConfig (class in cerebras.modelzoo.data.common.config) (class in cerebras.modelzoo.data.common.GenericDataProcessor) GenericTokenizer (class in cerebras.modelzoo.data_preparation.data_preprocessing.tokenflow.tokenizer) get() (cerebras.modelzoo.data.nlp.bert.bert_utils.Vocab method) (cerebras.modelzoo.tools.checkpoint_converters.streaming_checkpoints.ReadOnlyDict method) (cerebras.pytorch.optim.scheduler.Scheduler method) get_all_args() (in module cerebras.modelzoo.common.utils.run.cli_parser) get_all_checkpoints() (cerebras.modelzoo.trainer.callbacks.Checkpoint method) (in module cerebras.modelzoo.common.run_gpt_inference) get_all_metrics() (in module cerebras.pytorch.metrics) get_allowable_token_ids() (cerebras.modelzoo.data_preparation.data_preprocessing.fim_token_generator.FIMTokenGenerator method) (cerebras.modelzoo.data_preparation.data_preprocessing.pretraining_token_generator.PretrainingTokenGenerator method) (cerebras.modelzoo.data_preparation.data_preprocessing.vsl_pretraining_token_generator.VSLPretrainingTokenGenerator method) get_artifact_dir() (in module cerebras.modelzoo.tools.checkpoint_converters.base_converter) get_available_memory() (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor) get_callback() (cerebras.modelzoo.Trainer method) get_callbacks() (cerebras.modelzoo.Trainer method) get_checkpoint_path() (cerebras.modelzoo.trainer.callbacks.Checkpoint method) get_cluster_config() (in module cerebras.modelzoo.common.run_gpt_inference) get_compression_factor() (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor) get_cs_model_name() (in module cerebras.modelzoo.tools.checkpoint_converters.registry) get_cs_model_wrapper_class() (in module cerebras.modelzoo.tools.checkpoint_converters.registry) get_data_for_task() (in module cerebras.modelzoo.data.common.input_utils) get_data_or_error() (in module cerebras.modelzoo.data_preparation.data_preprocessing.tokenflow.launch_tokenflow) get_data_size() (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_reader) get_data_stats() (in module cerebras.modelzoo.data_preparation.data_preprocessing.utils) get_default_inis() (in module cerebras.modelzoo.common.utils.run.utils) get_documents() (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_dedup.to_hash) (in module cerebras.modelzoo.data_preparation.nlp.slimpajama.dedup.to_hash) get_dpoless_formats() (in module cerebras.modelzoo.tools.checkpoint_converters.dpo) get_embedding_dtype() (in module cerebras.modelzoo.common.utils.model.transformer_utils) get_extended_attention_mask() (in module cerebras.modelzoo.common.utils.model.transformer_utils) get_features() (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_dedup.to_hash) (in module cerebras.modelzoo.data_preparation.nlp.slimpajama.dedup.to_hash) get_files() (in module cerebras.modelzoo.data_preparation.data_preprocessing.utils) (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) get_files_in_metadata() (in module cerebras.modelzoo.data_preparation.utils) get_flops() (cerebras.modelzoo.trainer.callbacks.FlopUtilization method) get_formatted_message() (cerebras.modelzoo.trainer.callbacks.EmailNotification method) get_hashes() (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_dedup.generate_duplicate_pairs) (in module cerebras.modelzoo.data_preparation.nlp.slimpajama.dedup.generate_duplicate_pairs) get_label_id_map() (in module cerebras.modelzoo.data_preparation.utils) get_last_lr() (cerebras.pytorch.optim.lr_scheduler.LRScheduler method) get_last_value() (cerebras.pytorch.optim.scheduler.Scheduler method) get_latest_checkpoint() (cerebras.modelzoo.trainer.callbacks.Checkpoint method) (in module cerebras.modelzoo.common.run_gpt_inference) get_lbs_for_center_crop() (in module cerebras.modelzoo.data.vision.segmentation.transforms.crop_and_pad_augmentations) get_lbs_for_random_crop() (in module cerebras.modelzoo.data.vision.segmentation.transforms.crop_and_pad_augmentations) get_lora_config_for_module() (in module cerebras.modelzoo.common.utils.model.lora) get_lr() (cerebras.pytorch.optim.lr_scheduler.LRScheduler method) get_meta_data() (cerebras.modelzoo.data.nlp.t5.T5DynamicDataProcessor.T5DynamicDataProcessor method) (cerebras.modelzoo.data.nlp.transformer.TransformerDynamicDataProcessor.TransformerDynamicDataProcessor method) (in module cerebras.modelzoo.data.nlp.bert.bert_utils) get_min_max_end() (cerebras.pytorch.sparse.utils.HyperParameterSchedule method) get_model_checkpoint() (in module cerebras.modelzoo.common.run_gpt_inference) get_model_converter() (in module cerebras.modelzoo.tools.convert_checkpoint) get_mup_converter() (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_UnpackedHF_PackedCS method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter_UnpackedHF_PackedCS method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertLayerNorm_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertModel_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertModel_WithoutOptionalModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertPretrainModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertPretrainModel_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertPretrainModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertPretrainModel_WithoutOptionalModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForQuestionAnswering_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForQuestionAnswering_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForQuestionAnswering_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForSequenceClassification_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForSequenceClassification_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForSequenceClassification_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForTokenClassification_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForTokenClassification_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForTokenClassification_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForQuestionAnswering_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForQuestionAnswering_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForQuestionAnswering_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForSequenceClassification_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForSequenceClassification_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForSequenceClassification_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForTokenClassification_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForTokenClassification_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForTokenClassification_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.ConfigConverter_BloomModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.ConfigConverter_BloomModel_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.ConfigConverter_BloomModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.ConfigConverter_BloomModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_Bloom_Attention_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomLMHeadModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomLMHeadModel_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomLMHeadModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomLMHeadModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomModel_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs.ConfigConverter_BTLMModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs.ConfigConverter_BTLMModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs.Converter_BTLMLMHeadModel_WithoutModelPrefix_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs.Converter_BTLMLMHeadModel_WithoutModelPrefix_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs.Converter_BTLMModel_WithoutModelPrefix_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs.Converter_BTLMModel_WithoutModelPrefix_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.clip_vit.ConfigConverter_CLIPViT_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.clip_vit.Converter_CLIPViT_Core_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.clip_vit.Converter_CLIPViT_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.clip_vit.Converter_CLIPViT_Projection_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.dpo.ConfigConverter_DPO_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.dpo.Converter_DPO_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverter_DPR_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverter_DPR_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverter_DPRModel_HF_CS22 method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverter_DPRModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverterEncoder_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.Converter_DPR_BertWrapper method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.Converter_DPRContextEncoder_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.Converter_DPRModel_HF_CS22 method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.Converter_DPRModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.Converter_DPRQuestionEncoder_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.dragon_plus.ConfigConverter_Dragon_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.dragon_plus.ConfigConverter_DragonModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.dragon_plus.Converter_Dragon_BertWrapper method) (cerebras.modelzoo.tools.checkpoint_converters.dragon_plus.Converter_DragonContextEncoder_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.dragon_plus.Converter_DragonModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.dragon_plus.Converter_DragonQuestionEncoder_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.esm2.ConfigConverter_Esm2_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.esm2.Converter_Esm2Model_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.esm2.Converter_Esm2PretrainModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon.ConfigConverter_Falcon_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon.ConfigConverter_Falcon_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon.Converter_Falcon_Headless_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon.Converter_Falcon_Headless_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon.Converter_Falcon_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon.Converter_Falcon_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_180b.ConfigConverter_Falcon_180B_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_180b.ConfigConverter_Falcon_180B_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_180b.Converter_Falcon_180B_Headless_WithoutModelPrefix_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_180b.Converter_Falcon_180B_Headless_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_180b.Converter_Falcon_180B_WithoutModelPrefix_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_180b.Converter_Falcon_180B_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_40b.ConfigConverter_Falcon_40B_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_40b.Converter_Falcon_40B_Attention_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_40b.Converter_Falcon_40B_Headless_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_40b.Converter_Falcon_40B_Headless_WithoutModelPrefix_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_40b.Converter_Falcon_40B_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_40b.Converter_Falcon_40B_WithoutModelPrefix_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_7b.ConfigConverter_Falcon_7B_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_7b.Converter_Falcon_7B_Attention_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_7b.Converter_Falcon_7B_Headless_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_7b.Converter_Falcon_7B_Headless_WithoutModelPrefix_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_7b.Converter_Falcon_7B_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_7b.Converter_Falcon_7B_WithoutModelPrefix_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.gemma2.ConfigConverter_Gemma2_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.gemma2.Converter_Gemma2_WithoutOptionalModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.ConfigConverter_GPT2Model_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.ConfigConverter_GPT2Model_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.ConfigConverter_GPT2Model_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.ConfigConverter_GPT2Model_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2_Attention_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2LMHeadModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2LMHeadModel_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2LMHeadModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2LMHeadModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2Model_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2Model_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2Model_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.ConfigConverter_GPT_Neox_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.ConfigConverter_GPT_Neox_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.ConfigConverter_GPT_Neox_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.ConfigConverter_GPT_Neox_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_Attention_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_Headless_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_Headless_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_Headless_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_Headless_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_LMHeadModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_LMHeadModel_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_LMHeadModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_LMHeadModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.ConfigConverter_GPTJModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.ConfigConverter_GPTJModel_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.ConfigConverter_GPTJModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.ConfigConverter_GPTJModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_Attention_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_Headless_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_Headless_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_Headless_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_Headless_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_LMHeadModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_LMHeadModel_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_LMHeadModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_LMHeadModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.jais_hf_cs.ConfigConverter_JAISModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.jais_hf_cs.ConfigConverter_JAISModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.jais_hf_cs.Converter_JAISLMHeadModel_WithoutModelPrefix_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.jais_hf_cs.Converter_JAISLMHeadModel_WithoutModelPrefix_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.jais_hf_cs.Converter_JAISModel_WithoutModelPrefix_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.jais_hf_cs.Converter_JAISModel_WithoutModelPrefix_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.ConfigConverter_LLaMa_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.ConfigConverter_LLaMa_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.ConfigConverter_LLaMa_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaAttention_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaForCausalLM_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaForCausalLM_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaForCausalLM_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaForCausalLM_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaModel_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaModel_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.llava.ConfigConverter_LLaMaProjector_HF_CS22 method) (cerebras.modelzoo.tools.checkpoint_converters.llava.ConfigConverter_LLaVA_HF_CS22 method) (cerebras.modelzoo.tools.checkpoint_converters.llava.Converter_LLaVA_CLIPViT_WithoutModel_HF_CS22 method) (cerebras.modelzoo.tools.checkpoint_converters.llava.Converter_LLaVA_LLaMA_WithoutModel_HF_CS22 method) (cerebras.modelzoo.tools.checkpoint_converters.llava.Converter_LLaVA_WithoutModel_HF_CS22 method) (cerebras.modelzoo.tools.checkpoint_converters.mistral.ConfigConverter_Mistral_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.mistral.Converter_MistralForCausalLM_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.mistral.Converter_MistralModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.mixtral.ConfigConverter_Mixtral_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mixtral.Converter_MixtralForCausalLM_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.mixtral.Converter_MixtralLMHeadModel_WithoutOptionalModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mixtral.Converter_MixtralModel_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.mixtral.Converter_MixtralModel_WithoutOptionalModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mm_simple.ConfigConverter_MMSimple_LLaVA_CLIPViT_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mm_simple.ConfigConverter_MMSimple_LLaVA_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mm_simple.ConfigConverter_MMSimple_LLaVA_HF_CS24 method) (cerebras.modelzoo.tools.checkpoint_converters.mm_simple.ConfigConverter_MMSimple_LLaVA_LLaMa_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mm_simple.Converter_MMSimple_LLaVA_CLIPViT_WithoutModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mm_simple.Converter_MMSimple_LLaVA_LLaMA_WithoutModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mm_simple.Converter_MMSimple_LLaVA_WithoutModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mm_simple.Converter_MMSimple_LLaVA_WithoutModel_HF_CS24 method) (cerebras.modelzoo.tools.checkpoint_converters.roberta.ConfigConverter_Roberta_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.roberta.ConfigConverter_Roberta_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.roberta.Converter_RobertaPretrainModel_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.roberta.Converter_RobertaPretrainModel_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.roberta.Converter_RobertaPretrainModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.ConfigConverter_Codegen_Model_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.ConfigConverter_Codegen_Model_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.ConfigConverter_Codegen_Model_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.Converter_Codegen_Attention_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.Converter_Codegen_Headless_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.Converter_Codegen_Headless_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.Converter_Codegen_Headless_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.Converter_Codegen_LMHeadModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.Converter_Codegen_LMHeadModel_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.Converter_Codegen_LMHeadModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.ConfigConverter_SantacoderModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.ConfigConverter_SantacoderModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.Converter_Santacoder_Attention_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.Converter_SantacoderLMHeadModel_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.Converter_SantacoderLMHeadModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.Converter_SantacoderLMHeadModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.Converter_SantacoderModel_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.Converter_SantacoderModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.Converter_SantacoderModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.ConfigConverter_StarcoderModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.ConfigConverter_StarcoderModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_Starcoder_Attention_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_StarcoderForCausalLM_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_StarcoderForCausalLM_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_StarcoderForCausalLM_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_StarcoderModel_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_StarcoderModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_StarcoderModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.vit.ConfigConverter_ViT_Core_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.vit.ConfigConverter_ViT_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.vit.Converter_ViT_Core_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.vit.Converter_ViT_Headless_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.vit.Converter_ViT_HF_CS21 method)

get_next_item() (cerebras.modelzoo.data_preparation.raw_dataset_processor.RawDatasetProcessor.MultimodalRawDatasetProcessor method) (cerebras.modelzoo.data_preparation.raw_dataset_processor.RawDatasetProcessor.RawDatasetProcessor method) get_orig_class() (cerebras.modelzoo.config.base_config.BaseConfig class method) (cerebras.modelzoo.config.data_config.DataConfig class method) (cerebras.modelzoo.config.model_config.ModelConfig class method) (cerebras.modelzoo.config.named_config.NamedConfig class method) (cerebras.modelzoo.data.common.config.GenericDataProcessorConfig class method) (cerebras.modelzoo.data.common.config.HuggingFaceDataProcessorConfig class method) (cerebras.modelzoo.data.nlp.gpt.config.DummyDataProcessorConfig class method) (cerebras.modelzoo.data.nlp.gpt.config.DummyIterableDataProcessorConfig class method) (cerebras.modelzoo.data.nlp.gpt.config.GptHDF5DataProcessorConfig class method) (cerebras.modelzoo.data.nlp.gpt.config.HuggingFaceIterableDataProcessorEli5Config class method) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorConfig class method) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorGUConfig class method) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorLLConfig class method) (cerebras.modelzoo.data.nlp.t5.config.T5HDF5DataProcessorConfig class method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig class method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig class method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig class method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig class method) get_orig_class_args() (cerebras.modelzoo.config.base_config.BaseConfig method) (cerebras.modelzoo.config.data_config.DataConfig method) (cerebras.modelzoo.config.model_config.ModelConfig method) (cerebras.modelzoo.config.named_config.NamedConfig method) (cerebras.modelzoo.data.common.config.GenericDataProcessorConfig method) (cerebras.modelzoo.data.common.config.HuggingFaceDataProcessorConfig method) (cerebras.modelzoo.data.nlp.gpt.config.DummyDataProcessorConfig method) (cerebras.modelzoo.data.nlp.gpt.config.DummyIterableDataProcessorConfig method) (cerebras.modelzoo.data.nlp.gpt.config.GptHDF5DataProcessorConfig method) (cerebras.modelzoo.data.nlp.gpt.config.HuggingFaceIterableDataProcessorEli5Config method) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorConfig method) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorGUConfig method) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorLLConfig method) (cerebras.modelzoo.data.nlp.t5.config.T5HDF5DataProcessorConfig method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig method) get_output_dir() (cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor.DataPreprocessor method) get_output_type_shapes() (in module cerebras.modelzoo.data_preparation.utils) get_pairs() (in module cerebras.modelzoo.data_preparation.nlp.tokenizers.BPETokenizer) get_parameter_counts() (cerebras.modelzoo.trainer.callbacks.CountParams method) get_params() (in module cerebras.modelzoo.common.utils.run.cli_parser) (in module cerebras.modelzoo.data_preparation.data_preprocessing.utils) (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) get_params_file() (cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor.DataPreprocessor method) get_params_from_args() (in module cerebras.modelzoo.common.utils.run.cli_parser) (in module cerebras.modelzoo.common.utils.run.cli_pytorch) get_parser() (in module cerebras.modelzoo.common.run_gpt_inference) (in module cerebras.modelzoo.common.utils.run.cli_parser) (in module cerebras.modelzoo.data_preparation.data_preprocessing.utils) (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) get_parser_args() (in module cerebras.modelzoo.data_preparation.nlp.bert.parser_utils) (in module cerebras.modelzoo.data_preparation.vision.unet.create_hdf5_files) (in module cerebras.modelzoo.data_preparation.vision.unet.resize_inria_files) (in module cerebras.modelzoo.data_preparation.vision.unet.resize_skm_tea_files) get_preprocess_transform() (in module cerebras.modelzoo.data.vision.preprocessing) get_raw_sequence_lengths() (in module cerebras.modelzoo.data.nlp.t5.t5_utils) (in module cerebras.modelzoo.data_preparation.nlp.t5.utils) get_scale() (cerebras.pytorch.amp.GradScaler method) get_segment_indices() (cerebras.modelzoo.data_preparation.data_preprocessing.fim_token_generator.FIMTokenGenerator method) (cerebras.modelzoo.data_preparation.data_preprocessing.pretraining_token_generator.PretrainingTokenGenerator method) (cerebras.modelzoo.data_preparation.data_preprocessing.vsl_pretraining_token_generator.VSLPretrainingTokenGenerator method) get_short_documents() (in module cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.filter) get_single_item() (cerebras.modelzoo.data.nlp.bert.BertCSVDataProcessor.BertCSVDataProcessor method) (cerebras.modelzoo.data.nlp.bert.BertCSVDynamicMaskDataProcessor.BertCSVDynamicMaskDataProcessor method) (cerebras.modelzoo.data.nlp.t5.T5DynamicDataProcessor.T5DynamicDataProcessor method) (cerebras.modelzoo.data.nlp.transformer.TransformerDynamicDataProcessor.TransformerDynamicDataProcessor method) get_size() (in module cerebras.modelzoo.data_preparation.data_preprocessing.utils) get_sparse_params() (cerebras.pytorch.sparse.SparsityAlgorithm method) get_streaming_batch_size() (in module cerebras.modelzoo.common.input_utils) get_table() (cerebras.modelzoo.trainer.callbacks.CountParams method) get_table_parser() (in module cerebras.modelzoo.cli.utils) get_token_from_tokenizer_config() (cerebras.modelzoo.data_preparation.nlp.tokenizers.HFTokenizer.HFTokenizer method) get_token_id() (cerebras.modelzoo.data_preparation.data_preprocessing.dpo_token_generator.DPOTokenGenerator method) get_token_ids() (in module cerebras.modelzoo.data.nlp.gpt.InferenceDataProcessor) get_tokenizer_vocab() (in module cerebras.modelzoo.data_preparation.data_preprocessing.utils) (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) get_tokens_and_labels() (in module cerebras.modelzoo.data_preparation.nlp.bert.ner_data_processor) get_urls_for_tokenizer_files() (in module cerebras.modelzoo.data_preparation.nlp.pile.download) get_urls_from_split() (in module cerebras.modelzoo.data_preparation.nlp.pile.download) get_val_dataloader_scope() (cerebras.modelzoo.Trainer method) get_verification_args() (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) get_vocab() (in module cerebras.modelzoo.data_preparation.utils) get_vocab_size() (cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor.DataPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_base_preprocessor.HDF5BasePreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_curation_corpus_preprocessor.CurationCorpusPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.FIMDataPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.LlavaBasePreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.LlavaPhaseOnePreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.LlavaPhaseTwoPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.LMDataPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.SummarizationPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.VSLLMDataPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.VSLSummarizationPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_nlg_preprocessor.NLGPreprocessor method) (in module cerebras.modelzoo.common.utils.model.vocab_utils) get_vocab_words() (cerebras.modelzoo.data_preparation.nlp.tokenizers.Tokenization.FullTokenizer method) get_whole_word_span() (in module cerebras.modelzoo.data.nlp.bert.bert_utils) get_worker_state() (in module cerebras.pytorch.distributed) global_rate (cerebras.modelzoo.trainer.callbacks.RateProfiler property) (cerebras.pytorch.utils.benchmark.utils.dataloader.BatchMetrics attribute) (cerebras.pytorch.utils.benchmark.utils.dataloader.Metrics attribute) global_sample_rate (cerebras.pytorch.utils.benchmark.utils.dataloader.Metrics property) global_step (cerebras.pytorch.utils.benchmark.utils.dataloader.BatchMetrics attribute) GlobalFlags (class in cerebras.modelzoo.trainer.callbacks) GMP (class in cerebras.pytorch.sparse) GptHDF5DataProcessor (class in cerebras.modelzoo.data.nlp.gpt.GptHDF5DataProcessor) GptHDF5DataProcessorConfig (class in cerebras.modelzoo.data.nlp.gpt.config) GPTLMHeadModelLoss (class in cerebras.modelzoo.losses.GPTLMHeadModelLoss) grad_accum (cerebras.modelzoo.Trainer property) grad_accum_steps (cerebras.modelzoo.trainer.callbacks.GradientAccumulationCallback attribute) GradientAccumulationCallback (class in cerebras.modelzoo.trainer.callbacks) GradScaler (class in cerebras.pytorch.amp) Group (class in cerebras.pytorch.sparse)

H

H5Reader (class in cerebras.modelzoo.data.common.h5_map_dataset.readers) handle_bos_token_default() (in module cerebras.modelzoo.data_preparation.data_preprocessing.utils) (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) handle_input_files() (cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor.DataPreprocessor method) handle_jsonl() (cerebras.modelzoo.data_preparation.data_preprocessing.data_reader.Reader method) (cerebras.modelzoo.data_preparation.raw_dataset_processor.utils.Reader method) (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) handle_weight_decay() (cerebras.pytorch.optim.Adam method) has_generative_task (cerebras.modelzoo.trainer.extensions.eleuther.EleutherEvalHarness property) has_non_generative_task (cerebras.modelzoo.trainer.extensions.eleuther.EleutherEvalHarness property) has_valid_extension() (in module cerebras.modelzoo.data_preparation.data_preprocessing.utils) (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) Hdf5BaseDataProcessor (class in cerebras.modelzoo.data.vision.segmentation.Hdf5BaseDataProcessor) Hdf5BaseDataProcessorConfig (class in cerebras.modelzoo.data.vision.segmentation.Hdf5BaseDataProcessor) Hdf5BaseIterDataProcessor (class in cerebras.modelzoo.data.vision.segmentation.Hdf5BaseIterDataProcessor) Hdf5BaseIterDataProcessorConfig (class in cerebras.modelzoo.data.vision.segmentation.Hdf5BaseIterDataProcessor) HDF5BasePreprocessor (class in cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_base_preprocessor) Hdf5DataProcessor (class in cerebras.modelzoo.data.vision.segmentation.Hdf5DataProcessor) HDF5DataProcessorConfig (class in cerebras.modelzoo.data.common.HDF5DataProcessor) Hdf5DataProcessorConfig (class in cerebras.modelzoo.data.vision.segmentation.Hdf5DataProcessor)

HDF5Dataset (class in cerebras.modelzoo.data.common.h5_map_dataset.dataset) HDF5DatasetConfig (class in cerebras.modelzoo.data.common.h5_map_dataset.dataset) HDF5IterableDataProcessor (class in cerebras.modelzoo.data.common.HDF5IterableDataProcessor) HDF5IterableDataProcessorConfig (class in cerebras.modelzoo.data.common.HDF5IterableDataProcessor) HDF5IterableDataset (class in cerebras.modelzoo.data.common.HDF5IterableDataset) HDF5IterableDatasetConfig (class in cerebras.modelzoo.data.common.HDF5IterableDataset) HFCacheDir (class in cerebras.modelzoo.trainer.extensions) HFTokenizer (class in cerebras.modelzoo.data_preparation.nlp.tokenizers.HFTokenizer) HuggingFace_BookCorpus() (in module cerebras.modelzoo.data_preparation.huggingface.HuggingFace_BookCorpus) HuggingFace_Eli5() (in module cerebras.modelzoo.data_preparation.huggingface.HuggingFace_Eli5) HuggingFaceDataProcessor (class in cerebras.modelzoo.data_preparation.huggingface.HuggingFaceDataProcessor) HuggingFaceDataProcessorConfig (class in cerebras.modelzoo.data.common.config) (class in cerebras.modelzoo.data_preparation.huggingface.HuggingFaceDataProcessor) HuggingFaceDataProcessorEli5 (class in cerebras.modelzoo.data.nlp.gpt.HuggingFaceDataProcessorEli5) HuggingFaceDataProcessorEli5Config (class in cerebras.modelzoo.data.nlp.gpt.HuggingFaceDataProcessorEli5) HuggingFaceIterableDataProcessorEli5 (class in cerebras.modelzoo.data.nlp.gpt.HuggingFaceIterableDataProcessorEli5) HuggingFaceIterableDataProcessorEli5Config (class in cerebras.modelzoo.data.nlp.gpt.config) (class in cerebras.modelzoo.data.nlp.gpt.HuggingFaceIterableDataProcessorEli5) human_readable_size() (cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor.DataPreprocessor method) HyperParameterSchedule (class in cerebras.pytorch.sparse.utils)

I

image_channels (cerebras.modelzoo.data.multimodal.clip.ImageNet1KClipProcessor.ImageNet1KClipProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig attribute) image_data_size (cerebras.modelzoo.data.common.h5_map_dataset.dataset.MultiModalHDF5DatasetConfig attribute) (cerebras.modelzoo.data_preparation.raw_dataset_processor.RawDatasetProcessor.MultimodalRawDatasetProcessorConfig attribute) image_size (cerebras.modelzoo.data.vision.classification.dataset_factory.VisionClassificationProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig attribute) ImageLabels (class in cerebras.modelzoo.data.multimodal.datasets.features) ImageNet1KClipProcessor (class in cerebras.modelzoo.data.multimodal.clip.ImageNet1KClipProcessor) ImageNet1KClipProcessorConfig (class in cerebras.modelzoo.data.multimodal.clip.ImageNet1KClipProcessor) ImageNet1KMAEProcessor (class in cerebras.modelzoo.data.vision.masked_auto_encoding.ImageNet1KMAEProcessor) ImageNet1KMAEProcessorConfig (class in cerebras.modelzoo.data.vision.masked_auto_encoding.ImageNet1KMAEProcessor) ImageNet1KProcessor (class in cerebras.modelzoo.data.vision.classification.data.imagenet) ImageNet1KProcessorConfig (class in cerebras.modelzoo.data.vision.classification.data.imagenet) ImageNet21K (class in cerebras.modelzoo.data.vision.classification.data.imagenet21k) ImageNet21KMAEProcessor (class in cerebras.modelzoo.data.vision.masked_auto_encoding.ImageNet21KMAEProcessor) ImageNet21KMAEProcessorConfig (class in cerebras.modelzoo.data.vision.masked_auto_encoding.ImageNet21KMAEProcessor) ImageNet21KProcessor (class in cerebras.modelzoo.data.vision.classification.data.imagenet21k) ImageNet21KProcessorConfig (class in cerebras.modelzoo.data.vision.classification.data.imagenet21k) ImageNetLatentDataset (class in cerebras.modelzoo.data.vision.diffusion.DiffusionLatentImageNet1KProcessor) img_data_dir (cerebras.modelzoo.data.common.h5_map_dataset.dataset.MultiModalHDF5DatasetConfig attribute) (cerebras.modelzoo.data_preparation.raw_dataset_processor.RawDatasetProcessor.MultimodalRawDatasetProcessorConfig attribute) increment_global_step() (cerebras.pytorch.optim.Optimizer method) increment_last_epoch() (cerebras.pytorch.optim.scheduler.Scheduler method) index (cerebras.modelzoo.data_preparation.utils.maskedLmInstance attribute) index() (cerebras.modelzoo.data_preparation.nlp.extractive_summarisation_utils.BertInputFeatures method) (cerebras.modelzoo.data_preparation.nlp.write_csv_ner.InputFeatures method) inference_input_dataloader() (in module cerebras.modelzoo.common.run_gpt_inference) InferenceDataProcessor (class in cerebras.modelzoo.data.nlp.gpt.InferenceDataProcessor) InferenceDataProcessorBCEH (class in cerebras.modelzoo.data.nlp.gpt.InferenceDataProcessor) InferenceDataProcessorConfig (class in cerebras.modelzoo.data.nlp.gpt.config) InferenceDataProcessorGU (class in cerebras.modelzoo.data.nlp.gpt.InferenceDataProcessor) InferenceDataProcessorGUConfig (class in cerebras.modelzoo.data.nlp.gpt.config) InferenceDataProcessorLL (class in cerebras.modelzoo.data.nlp.gpt.InferenceDataProcessor) InferenceDataProcessorLLConfig (class in cerebras.modelzoo.data.nlp.gpt.config) ini (cerebras.pytorch.backends.csx.debug attribute) init_output_checkpoint() (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter class method) initial_val (cerebras.pytorch.optim.lr_scheduler.CosineAnnealingLR property) (cerebras.pytorch.optim.lr_scheduler.CosineAnnealingWarmRestarts property) (cerebras.pytorch.optim.lr_scheduler.CosineDecayLR property) (cerebras.pytorch.optim.lr_scheduler.ExponentialLR property) (cerebras.pytorch.optim.lr_scheduler.InverseExponentialTimeDecayLR property) (cerebras.pytorch.optim.lr_scheduler.InverseSquareRootDecayLR property) (cerebras.pytorch.optim.lr_scheduler.LambdaLR property) (cerebras.pytorch.optim.lr_scheduler.LinearLR property) (cerebras.pytorch.optim.lr_scheduler.MultiplicativeLR property) (cerebras.pytorch.optim.lr_scheduler.MultiStepLR property) (cerebras.pytorch.optim.lr_scheduler.OneCycleLR property) (cerebras.pytorch.optim.lr_scheduler.PolynomialLR property) (cerebras.pytorch.optim.lr_scheduler.StepLR property)

initialize() (cerebras.pytorch.sparse.SparsityAlgorithm method) initialize_customtokenizer() (cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor.DataPreprocessor method) initialize_gpt2tokenizer() (cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor.DataPreprocessor method) initialize_huggingfacetokenizer() (cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor.DataPreprocessor method) initialize_miscellaneous_attributes() (cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor.DataPreprocessor method) initialize_neoxtokenizer() (cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor.DataPreprocessor method) initialize_tokenizer() (cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor.DataPreprocessor method) input_pad_id (cerebras.modelzoo.data.nlp.t5.T5DynamicDataProcessor.T5DynamicDataProcessorConfig attribute) input_token_ids (cerebras.modelzoo.data_preparation.nlp.extractive_summarisation_utils.BertInputFeatures attribute) InputExample (class in cerebras.modelzoo.data_preparation.nlp.bert.ner_data_processor) InputFeatures (class in cerebras.modelzoo.data_preparation.nlp.write_csv_ner) InputGroupScoreShaper (class in cerebras.pytorch.sparse.utils) InriaAerialDataProcessor (class in cerebras.modelzoo.data.vision.segmentation.InriaAerialDataProcessor) InriaAerialDataProcessorConfig (class in cerebras.modelzoo.data.vision.segmentation.InriaAerialDataProcessor) InriaAerialDataset (class in cerebras.modelzoo.data.vision.segmentation.InriaAerialDataProcessor) InverseExponentialTimeDecayLR (class in cerebras.pytorch.optim.lr_scheduler) InverseExponentialTimeDecayWD (class in cerebras.pytorch.optim.weight_decay_scheduler) InverseSquareRootDecayLR (class in cerebras.pytorch.optim.lr_scheduler) InverseSquareRootDecayWD (class in cerebras.pytorch.optim.weight_decay_scheduler) is_distributed() (in module cerebras.modelzoo.data.common.input_utils) is_final_iteration (cerebras.modelzoo.Trainer property) is_first_iteration (cerebras.modelzoo.Trainer property) is_gpu_distributed() (in module cerebras.modelzoo.data.vision.utils) is_log_step (cerebras.modelzoo.Trainer property) is_log_step() (cerebras.modelzoo.trainer.callbacks.Logging method) is_partial (cerebras.pytorch.utils.benchmark.utils.dataloader.Metrics attribute) is_tracing (cerebras.modelzoo.Trainer property) is_training (cerebras.modelzoo.data.nlp.bert.BertClassifierDataProcessor.ClassifierDataProcessorConfig attribute) is_update_step (cerebras.pytorch.sparse.DynamicSparsityAlgorithm property) items() (cerebras.modelzoo.data.nlp.bert.bert_utils.Vocab method) (cerebras.modelzoo.tools.checkpoint_converters.streaming_checkpoints.ReadOnlyDict method) IterableDatasetSampler (class in cerebras.modelzoo.common.pytorch_utils) iteration_time (cerebras.pytorch.utils.benchmark.utils.dataloader.EpochMetrics attribute) iterator_creation (cerebras.pytorch.utils.benchmark.utils.dataloader.EpochMetrics attribute)

J

JsonConverter (class in cerebras.modelzoo.data_preparation.nlp.bert.bertsum_data_processor)

K

KeepNCheckpoints (class in cerebras.modelzoo.trainer.callbacks) keys() (cerebras.modelzoo.data.nlp.bert.bert_utils.Vocab method) (cerebras.modelzoo.tools.checkpoint_converters.streaming_checkpoints.ReadOnlyDict method)

KITTIProcessor (class in cerebras.modelzoo.data.vision.classification.data.kitti) KITTIProcessorConfig (class in cerebras.modelzoo.data.vision.classification.data.kitti)

L

label (cerebras.modelzoo.data_preparation.utils.maskedLmInstance attribute) label_dropout_rate (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig attribute) label_vocab_file (cerebras.modelzoo.data.nlp.bert.BertTokenClassifierDataProcessor.BertTokenClassifierDataProcessorConfig attribute) LabelDropout (class in cerebras.modelzoo.data.vision.diffusion.dit_transforms) labels (cerebras.modelzoo.data_preparation.nlp.extractive_summarisation_utils.BertInputFeatures attribute) (cerebras.modelzoo.data_preparation.nlp.write_csv_ner.InputFeatures attribute) labels_pad_id (cerebras.modelzoo.data.nlp.t5.T5DynamicDataProcessor.T5DynamicDataProcessorConfig attribute) Lamb (class in cerebras.pytorch.optim) Lambda (class in cerebras.pytorch.sparse.utils) LambdaLR (class in cerebras.pytorch.optim.lr_scheduler) LambdaWD (class in cerebras.pytorch.optim.weight_decay_scheduler) latent_channels (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig attribute) latent_size (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig attribute) lazy_initialization (cerebras.pytorch.backends.csx.debug attribute) Linear (class in cerebras.pytorch.sparse.utils) LinearLR (class in cerebras.pytorch.optim.lr_scheduler) LinearWD (class in cerebras.pytorch.optim.weight_decay_scheduler) Lion (class in cerebras.pytorch.optim) listdir_or_file() (in module cerebras.modelzoo.data_preparation.data_preprocessing.utils) (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) ListSchedule (class in cerebras.pytorch.sparse.utils) llama3_1_chat_formatted_data_hook() (in module cerebras.modelzoo.data_preparation.data_preprocessing.custom_hook_examples.custom_hooks) LlavaBasePreprocessor (class in cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors) LlavaHDF5MapDataProcessor (class in cerebras.modelzoo.data.multimodal.llava.LlavaHDF5MapDataProcessor) LlavaHDF5MapDataProcessorConfig (class in cerebras.modelzoo.data.multimodal.llava.LlavaHDF5MapDataProcessor) LlavaPhaseOnePreprocessor (class in cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors) LlavaPhaseTwoPreprocessor (class in cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors) LMDataPreprocessor (class in cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors) load() (in module cerebras.pytorch) load_buffer() (cerebras.modelzoo.data.nlp.bert.BertCSVDataProcessor.BertCSVDataProcessor method) (cerebras.modelzoo.data.nlp.bert.BertCSVDynamicMaskDataProcessor.BertCSVDynamicMaskDataProcessor method) (cerebras.modelzoo.data.nlp.bert.BertSumCSVDataProcessor.BertSumCSVDataProcessor method) (cerebras.modelzoo.data.nlp.bert.BertTokenClassifierDataProcessor.BertTokenClassifierDataProcessor method) (cerebras.modelzoo.data.nlp.t5.T5DynamicDataProcessor.T5DynamicDataProcessor method) (cerebras.modelzoo.data.nlp.transformer.TransformerDynamicDataProcessor.TransformerDynamicDataProcessor method)

load_checkpoint() (cerebras.modelzoo.Trainer method) load_chunk() (in module cerebras.modelzoo.data.vision.classification.data.smallnorb) load_dataset() (cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor.DataPreprocessor method) load_from_checkpoint_file() (in module cerebras.modelzoo.common.run_gpt_inference) load_params() (in module cerebras.modelzoo.data_preparation.data_preprocessing.tokenflow.launch_tokenflow) load_state_dict() (cerebras.modelzoo.data.common.restartable_dataloader.RestartableDataLoader method) (cerebras.pytorch.amp.GradScaler method) (cerebras.pytorch.optim.Adam method) (cerebras.pytorch.optim.AdamW method) (cerebras.pytorch.optim.Optimizer method) (cerebras.pytorch.optim.scheduler.Scheduler method) (cerebras.pytorch.sparse.SparsityAlgorithm method) (cerebras.pytorch.utils.data.DataLoader method) (cerebras.pytorch.utils.data.RestartableDataLoader method) LoadBalancingLoss (class in cerebras.modelzoo.losses.LoadBalancingLoss) LoadCheckpointStates (class in cerebras.modelzoo.trainer.callbacks) local_rate (cerebras.pytorch.utils.benchmark.utils.dataloader.BatchMetrics attribute) log_input_summaries() (cerebras.modelzoo.trainer.callbacks.LogInputSummaries method) log_metrics() (cerebras.modelzoo.Trainer method) (cerebras.modelzoo.trainer.loggers.Logger method) log_metrics_in_step_closure() (cerebras.modelzoo.Trainer method) logger (cerebras.modelzoo.Trainer property) Logger (class in cerebras.modelzoo.trainer.loggers) logging (cerebras.modelzoo.Trainer property) Logging (class in cerebras.modelzoo.trainer.callbacks) LogInputSummaries (class in cerebras.modelzoo.trainer.callbacks) LogOptimizerParamGroup (class in cerebras.modelzoo.trainer.callbacks) LogSparsity (class in cerebras.modelzoo.trainer.callbacks) loop (cerebras.modelzoo.Trainer property) (cerebras.modelzoo.trainer.callbacks.ArtifactDirCallback attribute) LoopCallback (class in cerebras.modelzoo.trainer.callbacks) Lora (class in cerebras.modelzoo.trainer.callbacks) LoRA_Embedding (class in cerebras.modelzoo.common.utils.model.lora) LoRA_Linear (class in cerebras.modelzoo.common.utils.model.lora) LoraConfig (class in cerebras.modelzoo.common.utils.model.lora) LoRALayer (class in cerebras.modelzoo.common.utils.model.lora) LRScheduler (class in cerebras.pytorch.optim.lr_scheduler) lsh() (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_dedup.generate_duplicate_pairs) (in module cerebras.modelzoo.data_preparation.nlp.slimpajama.dedup.generate_duplicate_pairs)

M

MAEProcessor (class in cerebras.modelzoo.data.vision.masked_auto_encoding.MAEProcessor) MAEProcessorConfig (class in cerebras.modelzoo.data.vision.masked_auto_encoding.MAEProcessor) main() (in module cerebras.modelzoo.common.run_bigcode_eval_harness) (in module cerebras.modelzoo.common.run_gpt_inference) (in module cerebras.modelzoo.common.run_utils) (in module cerebras.modelzoo.common.utils.run.write_weight_summaries) (in module cerebras.modelzoo.data.common.h5_map_dataset.preprocess_pile) (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_dedup.deduplicate_dataset) (in module cerebras.modelzoo.data_preparation.data_preprocessing.preprocess_data) (in module cerebras.modelzoo.data_preparation.huggingface.HF_converter_example_BookCorpus) (in module cerebras.modelzoo.data_preparation.huggingface.HF_converter_example_Eli5) (in module cerebras.modelzoo.data_preparation.nlp.bert.create_csv) (in module cerebras.modelzoo.data_preparation.nlp.bert.create_csv_mlm_only) (in module cerebras.modelzoo.data_preparation.nlp.bert.create_csv_mlm_only_static_masking) (in module cerebras.modelzoo.data_preparation.nlp.bert.create_csv_static_masking) (in module cerebras.modelzoo.data_preparation.nlp.bert.create_hdf5_files) (in module cerebras.modelzoo.data_preparation.nlp.gptj.split_trc_dataset) (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.create_hdf5_dataset) (in module cerebras.modelzoo.data_preparation.nlp.pile.download) (in module cerebras.modelzoo.data_preparation.nlp.slimpajama.main) (in module cerebras.modelzoo.data_preparation.nlp.slimpajama.split_dataset) (in module cerebras.modelzoo.data_preparation.nlp.transformer.create_meta) (in module cerebras.modelzoo.data_preparation.nlp.transformer.split_files) (in module cerebras.modelzoo.data_preparation.vision.unet.create_hdf5_files) (in module cerebras.modelzoo.tools.convert_config_to_mup) make_hyperparam_schedule() (in module cerebras.pytorch.sparse.utils) make_init_method() (in module cerebras.pytorch.sparse.init) make_key_padding_mask_broadcastable() (in module cerebras.modelzoo.common.utils.model.transformer_utils) make_mask_drop_minimum() (in module cerebras.pytorch.sparse.utils) make_mask_grow_maximum() (in module cerebras.pytorch.sparse.utils) make_mask_topk_sparsity() (in module cerebras.pytorch.sparse.utils) make_model_lora() (in module cerebras.modelzoo.common.utils.model.lora) make_model_lora_helper() (in module cerebras.modelzoo.common.utils.model.lora) make_sparse_mask_broadcastable() (in module cerebras.modelzoo.common.utils.model.transformer_utils) make_update_schedule() (in module cerebras.pytorch.sparse.utils) mask_single_sequence() (cerebras.modelzoo.data_preparation.data_preprocessing.fim_token_generator.FIMTokenGenerator method) (cerebras.modelzoo.data_preparation.data_preprocessing.pretraining_token_generator.PretrainingTokenGenerator method) (cerebras.modelzoo.data_preparation.data_preprocessing.vsl_pretraining_token_generator.VSLPretrainingTokenGenerator method) mask_token (cerebras.modelzoo.data.nlp.bert.BertCSVDynamicMaskDataProcessor.BertCSVDynamicMaskDataProcessorConfig attribute) mask_whole_word (cerebras.modelzoo.data.nlp.bert.BertCSVDynamicMaskDataProcessor.BertCSVDynamicMaskDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertSumCSVDataProcessor.BertSumCSVDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertTokenClassifierDataProcessor.BertTokenClassifierDataProcessorConfig attribute) maskedLmInstance (class in cerebras.modelzoo.data_preparation.utils) MaskTransform (class in cerebras.modelzoo.data.vision.segmentation.transforms.custom_transforms) max_num_img (cerebras.modelzoo.data.common.h5_map_dataset.dataset.MultimodalSimpleHDF5DatasetConfig attribute) max_sequence_length (cerebras.modelzoo.data.common.h5_map_dataset.dataset.HDF5DatasetConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.GptHDF5DataProcessorConfig attribute) max_val (cerebras.pytorch.optim.lr_scheduler.CyclicLR property) (cerebras.pytorch.optim.lr_scheduler.OneCycleLR property) maybe_tie_lm_head() (in module cerebras.modelzoo.tools.checkpoint_converters.helper) maybe_to_half_dtype() (in module cerebras.modelzoo.common.half_dtype) MeanIOUMetric (class in cerebras.pytorch.metrics) merge_recursively() (in module cerebras.modelzoo.common.utils.utils) Metric (class in cerebras.pytorch.metrics) Metrics (class in cerebras.pytorch.utils.benchmark.utils.dataloader) micro_batch_size (cerebras.pytorch.backends.csx.performance attribute) mixed_precision (cerebras.modelzoo.data.nlp.gpt.config.GptHDF5DataProcessorConfig attribute) MixedPrecision (class in cerebras.modelzoo.trainer.callbacks) mixture (cerebras.modelzoo.data.common.h5_map_dataset.dataset.HDF5DatasetConfig attribute) Mixture (class in cerebras.modelzoo.data.common.h5_map_dataset.readers) mixup_alpha (cerebras.modelzoo.data.vision.classification.dataset_factory.VisionClassificationProcessorConfig attribute) MLMHDF5Dataset (class in cerebras.modelzoo.data.common.h5_map_dataset.dataset) MLMOnlyInstance (class in cerebras.modelzoo.data_preparation.nlp.bert.mlm_only_processor) mlops_run() (in module cerebras.modelzoo.common.mlops) MNLIDataProcessor (class in cerebras.modelzoo.data.nlp.bert.BertClassifierDataProcessor) MNLIDataProcessorConfig (class in cerebras.modelzoo.data.nlp.bert.BertClassifierDataProcessor) MNLIDataset (class in cerebras.modelzoo.data.nlp.bert.BertClassifierDataProcessor) model_copy() (cerebras.modelzoo.config.base_config.BaseConfig method) (cerebras.modelzoo.config.data_config.DataConfig method) (cerebras.modelzoo.config.model_config.ModelConfig method) (cerebras.modelzoo.config.named_config.NamedConfig method) (cerebras.modelzoo.data.common.config.GenericDataProcessorConfig method) (cerebras.modelzoo.data.common.config.HuggingFaceDataProcessorConfig method) (cerebras.modelzoo.data.nlp.gpt.config.DummyDataProcessorConfig method) (cerebras.modelzoo.data.nlp.gpt.config.DummyIterableDataProcessorConfig method) (cerebras.modelzoo.data.nlp.gpt.config.GptHDF5DataProcessorConfig method) (cerebras.modelzoo.data.nlp.gpt.config.HuggingFaceIterableDataProcessorEli5Config method) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorConfig method) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorGUConfig method) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorLLConfig method) (cerebras.modelzoo.data.nlp.t5.config.T5HDF5DataProcessorConfig method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig method) model_post_init() (cerebras.modelzoo.config.base_config.BaseConfig method) (cerebras.modelzoo.config.data_config.DataConfig method) (cerebras.modelzoo.config.model_config.ModelConfig method) (cerebras.modelzoo.config.named_config.NamedConfig method) (cerebras.modelzoo.data.common.config.GenericDataProcessorConfig method) (cerebras.modelzoo.data.common.config.HuggingFaceDataProcessorConfig method) (cerebras.modelzoo.data.nlp.gpt.config.DummyDataProcessorConfig method) (cerebras.modelzoo.data.nlp.gpt.config.DummyIterableDataProcessorConfig method) (cerebras.modelzoo.data.nlp.gpt.config.GptHDF5DataProcessorConfig method) (cerebras.modelzoo.data.nlp.gpt.config.HuggingFaceIterableDataProcessorEli5Config method) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorConfig method) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorGUConfig method) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorLLConfig method) (cerebras.modelzoo.data.nlp.t5.config.T5HDF5DataProcessorConfig method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig method) ModelCallback (class in cerebras.modelzoo.trainer.callbacks) ModelConfig (class in cerebras.modelzoo.config.model_config) ModelEvalMetrics (class in cerebras.modelzoo.trainer.callbacks) ModelInfoCLI (class in cerebras.modelzoo.cli.model_info_cli) ModelZooParamsMetadata (class in cerebras.modelzoo.trainer.callbacks) module cerebras.modelzoo cerebras.modelzoo.cli cerebras.modelzoo.cli.assistant_cli cerebras.modelzoo.cli.config_mgmt_cli cerebras.modelzoo.cli.data_info_cli cerebras.modelzoo.cli.data_preprocess_cli cerebras.modelzoo.cli.model_info_cli cerebras.modelzoo.cli.utils cerebras.modelzoo.common cerebras.modelzoo.common.half_dtype cerebras.modelzoo.common.input_utils cerebras.modelzoo.common.mlops cerebras.modelzoo.common.model_utils cerebras.modelzoo.common.model_utils.count_lines cerebras.modelzoo.common.pytorch_utils cerebras.modelzoo.common.run_bigcode_eval_harness cerebras.modelzoo.common.run_eleuther_eval_harness cerebras.modelzoo.common.run_gpt_inference cerebras.modelzoo.common.run_utils cerebras.modelzoo.common.utils cerebras.modelzoo.common.utils.input cerebras.modelzoo.common.utils.input.utils cerebras.modelzoo.common.utils.model cerebras.modelzoo.common.utils.model.generation_utils cerebras.modelzoo.common.utils.model.lora cerebras.modelzoo.common.utils.model.transformer_utils cerebras.modelzoo.common.utils.model.vocab_utils cerebras.modelzoo.common.utils.run cerebras.modelzoo.common.utils.run.cli_parser cerebras.modelzoo.common.utils.run.cli_pytorch cerebras.modelzoo.common.utils.run.utils cerebras.modelzoo.common.utils.run.write_weight_summaries cerebras.modelzoo.common.utils.utils cerebras.modelzoo.config cerebras.modelzoo.config.base_config cerebras.modelzoo.config.data_config cerebras.modelzoo.config.model_config cerebras.modelzoo.config.named_config cerebras.modelzoo.config.types cerebras.modelzoo.config.utils cerebras.modelzoo.data cerebras.modelzoo.data.common cerebras.modelzoo.data.common.config cerebras.modelzoo.data.common.GenericDataProcessor cerebras.modelzoo.data.common.h5_map_dataset cerebras.modelzoo.data.common.h5_map_dataset.dataset cerebras.modelzoo.data.common.h5_map_dataset.preprocess_pile cerebras.modelzoo.data.common.h5_map_dataset.readers cerebras.modelzoo.data.common.HDF5DataProcessor cerebras.modelzoo.data.common.HDF5IterableDataProcessor cerebras.modelzoo.data.common.HDF5IterableDataset cerebras.modelzoo.data.common.input_utils cerebras.modelzoo.data.common.restartable_dataloader cerebras.modelzoo.data.common.SyntheticDataProcessor cerebras.modelzoo.data.common.tensor_spec cerebras.modelzoo.data.multimodal cerebras.modelzoo.data.multimodal.clip cerebras.modelzoo.data.multimodal.clip.ImageNet1KClipProcessor cerebras.modelzoo.data.multimodal.datasets cerebras.modelzoo.data.multimodal.datasets.BaseDataset cerebras.modelzoo.data.multimodal.datasets.features cerebras.modelzoo.data.multimodal.datasets.OpenImages cerebras.modelzoo.data.multimodal.datasets.VQAv2 cerebras.modelzoo.data.multimodal.llava cerebras.modelzoo.data.multimodal.llava.LlavaHDF5MapDataProcessor cerebras.modelzoo.data.multimodal.llava.MultimodalSimpleHDF5MapDataProcessor cerebras.modelzoo.data.multimodal.tasks cerebras.modelzoo.data.multimodal.tasks.VisualQuestionAnswering cerebras.modelzoo.data.nlp cerebras.modelzoo.data.nlp.bart cerebras.modelzoo.data.nlp.bert cerebras.modelzoo.data.nlp.bert.bert_utils cerebras.modelzoo.data.nlp.bert.BertClassifierDataProcessor cerebras.modelzoo.data.nlp.bert.BertCSVDataProcessor cerebras.modelzoo.data.nlp.bert.BertCSVDynamicMaskDataProcessor cerebras.modelzoo.data.nlp.bert.BertHDF5DataProcessor cerebras.modelzoo.data.nlp.bert.BertSumCSVDataProcessor cerebras.modelzoo.data.nlp.bert.BertTokenClassifierDataProcessor cerebras.modelzoo.data.nlp.dpo cerebras.modelzoo.data.nlp.dpo.DpoHDF5DataProcessor cerebras.modelzoo.data.nlp.gpt cerebras.modelzoo.data.nlp.gpt.config cerebras.modelzoo.data.nlp.gpt.DummyDataProcessor cerebras.modelzoo.data.nlp.gpt.DummyIterableDataProcessor cerebras.modelzoo.data.nlp.gpt.GptHDF5DataProcessor cerebras.modelzoo.data.nlp.gpt.HuggingFaceDataProcessorEli5 cerebras.modelzoo.data.nlp.gpt.HuggingFaceIterableDataProcessorEli5 cerebras.modelzoo.data.nlp.gpt.InferenceDataProcessor cerebras.modelzoo.data.nlp.t5 cerebras.modelzoo.data.nlp.t5.config cerebras.modelzoo.data.nlp.t5.t5_utils cerebras.modelzoo.data.nlp.t5.T5DynamicDataProcessor cerebras.modelzoo.data.nlp.t5.T5HDF5DataProcessor cerebras.modelzoo.data.nlp.transformer cerebras.modelzoo.data.nlp.transformer.TransformerDynamicDataProcessor cerebras.modelzoo.data.vision cerebras.modelzoo.data.vision.classification cerebras.modelzoo.data.vision.classification.data cerebras.modelzoo.data.vision.classification.data.caltech101 cerebras.modelzoo.data.vision.classification.data.cifar cerebras.modelzoo.data.vision.classification.data.clevr cerebras.modelzoo.data.vision.classification.data.dmlab cerebras.modelzoo.data.vision.classification.data.dsprites cerebras.modelzoo.data.vision.classification.data.dtd cerebras.modelzoo.data.vision.classification.data.eurosat cerebras.modelzoo.data.vision.classification.data.fgvc_aircraft cerebras.modelzoo.data.vision.classification.data.flowers102 cerebras.modelzoo.data.vision.classification.data.food101 cerebras.modelzoo.data.vision.classification.data.imagenet cerebras.modelzoo.data.vision.classification.data.imagenet21k cerebras.modelzoo.data.vision.classification.data.kitti cerebras.modelzoo.data.vision.classification.data.oxfordiiitpets cerebras.modelzoo.data.vision.classification.data.patch_camelyon cerebras.modelzoo.data.vision.classification.data.resisc45 cerebras.modelzoo.data.vision.classification.data.retinopathy cerebras.modelzoo.data.vision.classification.data.smallnorb cerebras.modelzoo.data.vision.classification.data.stanfordcars cerebras.modelzoo.data.vision.classification.data.sun397 cerebras.modelzoo.data.vision.classification.data.svhn cerebras.modelzoo.data.vision.classification.dataset_factory cerebras.modelzoo.data.vision.classification.mixup cerebras.modelzoo.data.vision.classification.sampler cerebras.modelzoo.data.vision.diffusion cerebras.modelzoo.data.vision.diffusion.config cerebras.modelzoo.data.vision.diffusion.DiffusionBaseProcessor cerebras.modelzoo.data.vision.diffusion.DiffusionImageNet1KProcessor cerebras.modelzoo.data.vision.diffusion.DiffusionLatentImageNet1KProcessor cerebras.modelzoo.data.vision.diffusion.dit_transforms cerebras.modelzoo.data.vision.masked_auto_encoding cerebras.modelzoo.data.vision.masked_auto_encoding.ImageNet1KMAEProcessor cerebras.modelzoo.data.vision.masked_auto_encoding.ImageNet21KMAEProcessor cerebras.modelzoo.data.vision.masked_auto_encoding.MAEProcessor cerebras.modelzoo.data.vision.preprocessing cerebras.modelzoo.data.vision.segmentation cerebras.modelzoo.data.vision.segmentation.CityscapesDataProcessor cerebras.modelzoo.data.vision.segmentation.Hdf5BaseDataProcessor cerebras.modelzoo.data.vision.segmentation.Hdf5BaseIterDataProcessor cerebras.modelzoo.data.vision.segmentation.Hdf5DataProcessor cerebras.modelzoo.data.vision.segmentation.InriaAerialDataProcessor cerebras.modelzoo.data.vision.segmentation.preprocessing_utils cerebras.modelzoo.data.vision.segmentation.SeverstalBinaryClassDataProcessor cerebras.modelzoo.data.vision.segmentation.SkmDataProcessor cerebras.modelzoo.data.vision.segmentation.transforms cerebras.modelzoo.data.vision.segmentation.transforms.color_augmentations cerebras.modelzoo.data.vision.segmentation.transforms.color_transforms cerebras.modelzoo.data.vision.segmentation.transforms.crop_and_pad_augmentations cerebras.modelzoo.data.vision.segmentation.transforms.custom_transforms cerebras.modelzoo.data.vision.segmentation.transforms.noise_augmentations cerebras.modelzoo.data.vision.segmentation.transforms.noise_transforms cerebras.modelzoo.data.vision.segmentation.transforms.resample_augmentations cerebras.modelzoo.data.vision.segmentation.transforms.resample_transforms cerebras.modelzoo.data.vision.segmentation.transforms.utility_transforms cerebras.modelzoo.data.vision.segmentation.transforms.utils cerebras.modelzoo.data.vision.segmentation.UNetDataProcessor cerebras.modelzoo.data.vision.transforms cerebras.modelzoo.data.vision.utils cerebras.modelzoo.data_preparation cerebras.modelzoo.data_preparation.data_preprocessing cerebras.modelzoo.data_preparation.data_preprocessing.custom_hook_examples cerebras.modelzoo.data_preparation.data_preprocessing.custom_hook_examples.custom_hooks cerebras.modelzoo.data_preparation.data_preprocessing.custom_tokenizer_example cerebras.modelzoo.data_preparation.data_preprocessing.custom_tokenizer_example.CustomLlama3Tokenizer cerebras.modelzoo.data_preparation.data_preprocessing.data_dedup cerebras.modelzoo.data_preparation.data_preprocessing.data_dedup.dedup cerebras.modelzoo.data_preparation.data_preprocessing.data_dedup.deduplicate_dataset cerebras.modelzoo.data_preparation.data_preprocessing.data_dedup.generate_connected_components cerebras.modelzoo.data_preparation.data_preprocessing.data_dedup.generate_duplicate_pairs cerebras.modelzoo.data_preparation.data_preprocessing.data_dedup.to_hash cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor cerebras.modelzoo.data_preparation.data_preprocessing.data_reader cerebras.modelzoo.data_preparation.data_preprocessing.dpo_token_generator cerebras.modelzoo.data_preparation.data_preprocessing.fim_token_generator cerebras.modelzoo.data_preparation.data_preprocessing.finetuning_token_generator cerebras.modelzoo.data_preparation.data_preprocessing.hooks cerebras.modelzoo.data_preparation.data_preprocessing.nlg_token_generator cerebras.modelzoo.data_preparation.data_preprocessing.preprocess_data cerebras.modelzoo.data_preparation.data_preprocessing.pretraining_token_generator cerebras.modelzoo.data_preparation.data_preprocessing.tokenflow cerebras.modelzoo.data_preparation.data_preprocessing.tokenflow.launch_tokenflow cerebras.modelzoo.data_preparation.data_preprocessing.tokenflow.tokenizer cerebras.modelzoo.data_preparation.data_preprocessing.tokenflow.utils cerebras.modelzoo.data_preparation.data_preprocessing.utils cerebras.modelzoo.data_preparation.data_preprocessing.vsl_finetuning_token_generator cerebras.modelzoo.data_preparation.data_preprocessing.vsl_pretraining_token_generator cerebras.modelzoo.data_preparation.hdf5_shuffling cerebras.modelzoo.data_preparation.hdf5_shuffling.h5_dataset_shuffle cerebras.modelzoo.data_preparation.huggingface cerebras.modelzoo.data_preparation.huggingface.CSDataCollatorForLanguageModeling cerebras.modelzoo.data_preparation.huggingface.HF_converter_example_BookCorpus cerebras.modelzoo.data_preparation.huggingface.HF_converter_example_Eli5 cerebras.modelzoo.data_preparation.huggingface.HuggingFace_BookCorpus cerebras.modelzoo.data_preparation.huggingface.HuggingFace_Eli5 cerebras.modelzoo.data_preparation.huggingface.HuggingFaceDataProcessor cerebras.modelzoo.data_preparation.multimodal cerebras.modelzoo.data_preparation.multimodal.llava cerebras.modelzoo.data_preparation.multimodal.llava.preprocess_dataset cerebras.modelzoo.data_preparation.nlp cerebras.modelzoo.data_preparation.nlp.bert cerebras.modelzoo.data_preparation.nlp.bert.bertsum_data_processor cerebras.modelzoo.data_preparation.nlp.bert.create_csv cerebras.modelzoo.data_preparation.nlp.bert.create_csv_mlm_only cerebras.modelzoo.data_preparation.nlp.bert.create_csv_mlm_only_static_masking cerebras.modelzoo.data_preparation.nlp.bert.create_csv_static_masking cerebras.modelzoo.data_preparation.nlp.bert.create_hdf5_files cerebras.modelzoo.data_preparation.nlp.bert.dynamic_processor cerebras.modelzoo.data_preparation.nlp.bert.fine_tuning cerebras.modelzoo.data_preparation.nlp.bert.fine_tuning.extractive_summarization cerebras.modelzoo.data_preparation.nlp.bert.fine_tuning.token_classifier cerebras.modelzoo.data_preparation.nlp.bert.mlm_only_processor cerebras.modelzoo.data_preparation.nlp.bert.ner_data_processor cerebras.modelzoo.data_preparation.nlp.bert.parser_utils cerebras.modelzoo.data_preparation.nlp.bert.sentence_pair_processor cerebras.modelzoo.data_preparation.nlp.extractive_summarisation_utils cerebras.modelzoo.data_preparation.nlp.gpt2 cerebras.modelzoo.data_preparation.nlp.gpt2.data_processor_utils cerebras.modelzoo.data_preparation.nlp.gptj cerebras.modelzoo.data_preparation.nlp.gptj.fine_tuning cerebras.modelzoo.data_preparation.nlp.gptj.fine_tuning.continuous_pretraining cerebras.modelzoo.data_preparation.nlp.gptj.split_trc_dataset cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.convert_dataset_to_HDF5 cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.create_hdf5_dataset cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_base_preprocessor cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_curation_corpus_preprocessor cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_nlg_preprocessor cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils cerebras.modelzoo.data_preparation.nlp.pile cerebras.modelzoo.data_preparation.nlp.pile.download cerebras.modelzoo.data_preparation.nlp.pubmed cerebras.modelzoo.data_preparation.nlp.pubmed.Downloader cerebras.modelzoo.data_preparation.nlp.pubmed.TextFormatting cerebras.modelzoo.data_preparation.nlp.pubmed.TextSharding cerebras.modelzoo.data_preparation.nlp.slimpajama cerebras.modelzoo.data_preparation.nlp.slimpajama.dedup cerebras.modelzoo.data_preparation.nlp.slimpajama.dedup.dedup_train cerebras.modelzoo.data_preparation.nlp.slimpajama.dedup.generate_connected_components cerebras.modelzoo.data_preparation.nlp.slimpajama.dedup.generate_duplicate_pairs cerebras.modelzoo.data_preparation.nlp.slimpajama.dedup.generate_duplicates_dict cerebras.modelzoo.data_preparation.nlp.slimpajama.dedup.to_hash cerebras.modelzoo.data_preparation.nlp.slimpajama.main cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.filter cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.normalize_text cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.shuffle_holdout cerebras.modelzoo.data_preparation.nlp.slimpajama.split_dataset cerebras.modelzoo.data_preparation.nlp.slimpajama.utils cerebras.modelzoo.data_preparation.nlp.t5 cerebras.modelzoo.data_preparation.nlp.t5.preprocess_t5_dataset cerebras.modelzoo.data_preparation.nlp.t5.test_convert_t5_dataset cerebras.modelzoo.data_preparation.nlp.t5.utils cerebras.modelzoo.data_preparation.nlp.tokenizers cerebras.modelzoo.data_preparation.nlp.tokenizers.BPETokenizer cerebras.modelzoo.data_preparation.nlp.tokenizers.HFTokenizer cerebras.modelzoo.data_preparation.nlp.tokenizers.Tokenization cerebras.modelzoo.data_preparation.nlp.transformer cerebras.modelzoo.data_preparation.nlp.transformer.create_meta cerebras.modelzoo.data_preparation.nlp.transformer.split_files cerebras.modelzoo.data_preparation.nlp.write_csv_data cerebras.modelzoo.data_preparation.nlp.write_csv_ner cerebras.modelzoo.data_preparation.raw_dataset_processor cerebras.modelzoo.data_preparation.raw_dataset_processor.RawDatasetProcessor cerebras.modelzoo.data_preparation.raw_dataset_processor.utils cerebras.modelzoo.data_preparation.utils cerebras.modelzoo.data_preparation.vision cerebras.modelzoo.data_preparation.vision.dit cerebras.modelzoo.data_preparation.vision.unet cerebras.modelzoo.data_preparation.vision.unet.create_hdf5_files cerebras.modelzoo.data_preparation.vision.unet.resize_inria_files cerebras.modelzoo.data_preparation.vision.unet.resize_skm_tea_files cerebras.modelzoo.losses cerebras.modelzoo.losses.BertPretrainModelLoss cerebras.modelzoo.losses.clip_contrasive_loss cerebras.modelzoo.losses.DPOLoss cerebras.modelzoo.losses.dpr_loss cerebras.modelzoo.losses.GPTLMHeadModelLoss cerebras.modelzoo.losses.LoadBalancingLoss cerebras.modelzoo.losses.T5ForConditionalGenerationLoss cerebras.modelzoo.losses.ViTMAELoss cerebras.modelzoo.registry cerebras.modelzoo.registry.registry cerebras.modelzoo.tools cerebras.modelzoo.tools.checkpoint_converters cerebras.modelzoo.tools.checkpoint_converters.artifacts cerebras.modelzoo.tools.checkpoint_converters.base_converter cerebras.modelzoo.tools.checkpoint_converters.bert cerebras.modelzoo.tools.checkpoint_converters.bert_finetune cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs cerebras.modelzoo.tools.checkpoint_converters.clip_vit cerebras.modelzoo.tools.checkpoint_converters.dpo cerebras.modelzoo.tools.checkpoint_converters.dpr cerebras.modelzoo.tools.checkpoint_converters.dragon_plus cerebras.modelzoo.tools.checkpoint_converters.esm2 cerebras.modelzoo.tools.checkpoint_converters.falcon cerebras.modelzoo.tools.checkpoint_converters.falcon_180b cerebras.modelzoo.tools.checkpoint_converters.falcon_40b cerebras.modelzoo.tools.checkpoint_converters.falcon_7b cerebras.modelzoo.tools.checkpoint_converters.gemma2 cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs cerebras.modelzoo.tools.checkpoint_converters.gpt_backbone cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs cerebras.modelzoo.tools.checkpoint_converters.helper cerebras.modelzoo.tools.checkpoint_converters.jais_hf_cs cerebras.modelzoo.tools.checkpoint_converters.llama cerebras.modelzoo.tools.checkpoint_converters.llava cerebras.modelzoo.tools.checkpoint_converters.mistral cerebras.modelzoo.tools.checkpoint_converters.mixtral cerebras.modelzoo.tools.checkpoint_converters.mm_simple cerebras.modelzoo.tools.checkpoint_converters.mup cerebras.modelzoo.tools.checkpoint_converters.registry cerebras.modelzoo.tools.checkpoint_converters.roberta cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs cerebras.modelzoo.tools.checkpoint_converters.santacoder cerebras.modelzoo.tools.checkpoint_converters.starcoder cerebras.modelzoo.tools.checkpoint_converters.streaming_checkpoints cerebras.modelzoo.tools.checkpoint_converters.t5 cerebras.modelzoo.tools.checkpoint_converters.vit cerebras.modelzoo.tools.compat cerebras.modelzoo.tools.convert_checkpoint cerebras.modelzoo.tools.convert_config_to_mup cerebras.modelzoo.tools.fold_lora_checkpoint cerebras.modelzoo.trainer.callbacks cerebras.modelzoo.trainer.extensions cerebras.modelzoo.trainer.loggers cerebras.pytorch.optim cerebras.pytorch.sparse.init cerebras.pytorch.sparse.utils

MultiChoice (class in cerebras.modelzoo.common.run_bigcode_eval_harness) multimodal_add_image_patch_start_idx() (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) MultiModalHDF5Dataset (class in cerebras.modelzoo.data.common.h5_map_dataset.dataset) MultiModalHDF5DatasetConfig (class in cerebras.modelzoo.data.common.h5_map_dataset.dataset) MultimodalRawDatasetProcessor (class in cerebras.modelzoo.data_preparation.raw_dataset_processor.RawDatasetProcessor) MultimodalRawDatasetProcessorConfig (class in cerebras.modelzoo.data_preparation.raw_dataset_processor.RawDatasetProcessor) MultimodalSimpleHDF5Dataset (class in cerebras.modelzoo.data.common.h5_map_dataset.dataset) MultimodalSimpleHDF5DatasetConfig (class in cerebras.modelzoo.data.common.h5_map_dataset.dataset) MultimodalSimpleHDF5MapDataProcessor (class in cerebras.modelzoo.data.multimodal.llava.MultimodalSimpleHDF5MapDataProcessor) MultimodalSimpleHDF5MapDataProcessorConfig (class in cerebras.modelzoo.data.multimodal.llava.MultimodalSimpleHDF5MapDataProcessor) MultiplicativeLR (class in cerebras.pytorch.optim.lr_scheduler) MultiplicativeWD (class in cerebras.pytorch.optim.weight_decay_scheduler) MultiStepLR (class in cerebras.pytorch.optim.lr_scheduler) MultiStepWD (class in cerebras.pytorch.optim.weight_decay_scheduler)

N

NAdam (class in cerebras.pytorch.optim) name() (cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets.Dataset method) name_scope() (cerebras.modelzoo.Trainer method) name_scope_path (cerebras.modelzoo.Trainer property) NamedConfig (class in cerebras.modelzoo.config.named_config) nd_resize() (in module cerebras.modelzoo.data.vision.segmentation.transforms.utils) NERProcessor (class in cerebras.modelzoo.data_preparation.nlp.bert.ner_data_processor) next() (cerebras.modelzoo.common.pytorch_utils.SampleGenerator method) nlg_read_hook() (in module cerebras.modelzoo.data_preparation.data_preprocessing.hooks) NLGPreprocessor (class in cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_nlg_preprocessor) NLGTokenGenerator (class in cerebras.modelzoo.data_preparation.data_preprocessing.nlg_token_generator) NLTKSegmenter (class in cerebras.modelzoo.data_preparation.nlp.pubmed.TextSharding) no_ckpt_conversion_necessary() (in module cerebras.modelzoo.tools.checkpoint_converters.base_converter) noaugment (cerebras.modelzoo.data.vision.classification.dataset_factory.VisionClassificationProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig attribute) noise_token_span_to_unique_sentinel() (in module cerebras.modelzoo.data.nlp.t5.t5_utils) (in module cerebras.modelzoo.data_preparation.nlp.t5.utils) NoiseGenerator (class in cerebras.modelzoo.data.vision.diffusion.dit_transforms) normalize_data_method (cerebras.modelzoo.data.vision.segmentation.Hdf5BaseDataProcessor.Hdf5BaseDataProcessorConfig attribute) normalize_tensor_transform() (in module cerebras.modelzoo.data.vision.segmentation.preprocessing_utils) normalize_text() (in module cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.normalize_text) NormTensorListener (class in cerebras.modelzoo.trainer.callbacks) num_classes (cerebras.modelzoo.data.vision.classification.dataset_factory.VisionClassificationProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig attribute) (cerebras.modelzoo.data.vision.segmentation.Hdf5BaseDataProcessor.Hdf5BaseDataProcessorConfig attribute) num_diffusion_steps (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig attribute) num_docs() (cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets.RedPajamaReplication method)

num_documents_to_concatenate (cerebras.modelzoo.data.nlp.t5.T5DynamicDataProcessor.T5DynamicDataProcessorConfig attribute) num_examples (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig attribute) num_patches (cerebras.modelzoo.data.common.h5_map_dataset.dataset.MultimodalSimpleHDF5DatasetConfig attribute) num_samples (cerebras.modelzoo.data.common.h5_map_dataset.dataset.HDF5DatasetConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig attribute) num_sparse_params (cerebras.pytorch.sparse.SparsityAlgorithm property) num_tasks() (in module cerebras.modelzoo.data.common.input_utils) (in module cerebras.modelzoo.data.vision.utils) num_updates (cerebras.pytorch.metrics.Metric property) num_workers (cerebras.modelzoo.data.common.config.GenericDataProcessorConfig attribute) (cerebras.modelzoo.data.common.GenericDataProcessor.GenericDataProcessorConfig attribute) (cerebras.modelzoo.data.common.HDF5IterableDataset.HDF5IterableDatasetConfig attribute) (cerebras.modelzoo.data.multimodal.llava.LlavaHDF5MapDataProcessor.LlavaHDF5MapDataProcessorConfig attribute) (cerebras.modelzoo.data.multimodal.llava.MultimodalSimpleHDF5MapDataProcessor.MultimodalSimpleHDF5MapDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertClassifierDataProcessor.ClassifierDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertCSVDataProcessor.BertCSVDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertCSVDynamicMaskDataProcessor.BertCSVDynamicMaskDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertHDF5DataProcessor.BertHDF5DataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertSumCSVDataProcessor.BertSumCSVDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertTokenClassifierDataProcessor.BertTokenClassifierDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.DummyDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.DummyIterableDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.GptHDF5DataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.HuggingFaceIterableDataProcessorEli5Config attribute) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorGUConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorLLConfig attribute) (cerebras.modelzoo.data.nlp.t5.config.T5HDF5DataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.t5.T5DynamicDataProcessor.T5DynamicDataProcessorConfig attribute) (cerebras.modelzoo.data.vision.classification.dataset_factory.VisionClassificationProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig attribute) (cerebras.modelzoo.data.vision.segmentation.Hdf5BaseDataProcessor.Hdf5BaseDataProcessorConfig attribute) (cerebras.modelzoo.data_preparation.huggingface.HuggingFaceDataProcessor.HuggingFaceDataProcessorConfig attribute) NumpyToTensor (class in cerebras.modelzoo.data.vision.segmentation.transforms.utility_transforms)

O

obelics_hook() (in module cerebras.modelzoo.data_preparation.data_preprocessing.custom_hook_examples.custom_hooks) ObjectDetectionFeaturesDict (class in cerebras.modelzoo.data.multimodal.datasets.features) on_after_backward() (cerebras.modelzoo.trainer.callbacks.Callback method) on_after_forward() (cerebras.modelzoo.trainer.callbacks.Callback method) (cerebras.modelzoo.trainer.callbacks.CheckLoss method) (cerebras.modelzoo.trainer.callbacks.FlopUtilization method) on_after_optimizer_step() (cerebras.modelzoo.trainer.callbacks.Callback method) (cerebras.modelzoo.trainer.callbacks.LogOptimizerParamGroup method) on_after_optimizer_zero_grad() (cerebras.modelzoo.trainer.callbacks.Callback method) on_after_save_checkpoint() (cerebras.modelzoo.trainer.callbacks.Callback method) (cerebras.modelzoo.trainer.callbacks.KeepNCheckpoints method) (cerebras.modelzoo.trainer.callbacks.SaveCheckpointState method) on_after_scheduler_step() (cerebras.modelzoo.trainer.callbacks.Callback method) on_before_backward() (cerebras.modelzoo.trainer.callbacks.Callback method) (cerebras.modelzoo.trainer.callbacks.ComputeNorm method) on_before_forward() (cerebras.modelzoo.trainer.callbacks.Callback method) (cerebras.modelzoo.trainer.callbacks.LogInputSummaries method) (cerebras.modelzoo.trainer.callbacks.RateProfiler method) on_before_load_checkpoint() (cerebras.modelzoo.trainer.callbacks.Callback method) on_before_optimizer_step() (cerebras.modelzoo.trainer.callbacks.Callback method) (cerebras.modelzoo.trainer.callbacks.ComputeNorm method) (cerebras.modelzoo.trainer.callbacks.MixedPrecision method) on_before_optimizer_zero_grad() (cerebras.modelzoo.trainer.callbacks.Callback method) on_before_scheduler_step() (cerebras.modelzoo.trainer.callbacks.Callback method) on_enter_fit() (cerebras.modelzoo.trainer.callbacks.Callback method) (cerebras.modelzoo.trainer.callbacks.OpProfiler method) on_enter_train() (cerebras.modelzoo.trainer.callbacks.Callback method) (cerebras.modelzoo.trainer.callbacks.FlopUtilization method) (cerebras.modelzoo.trainer.callbacks.SavePerformanceData method) on_enter_validate() (cerebras.modelzoo.trainer.callbacks.Callback method) (cerebras.modelzoo.trainer.callbacks.FlopUtilization method) (cerebras.modelzoo.trainer.callbacks.SavePerformanceData method) on_enter_validate_all() (cerebras.modelzoo.trainer.callbacks.Callback method) on_exception() (cerebras.modelzoo.Trainer method) on_fit_end() (cerebras.modelzoo.trainer.callbacks.Callback method) (cerebras.modelzoo.trainer.callbacks.EmailNotification method) on_fit_exception() (cerebras.modelzoo.trainer.callbacks.Callback method) on_fit_start() (cerebras.modelzoo.trainer.callbacks.Callback method) on_load_checkpoint() (cerebras.modelzoo.trainer.callbacks.Callback method) (cerebras.modelzoo.trainer.callbacks.ModelZooParamsMetadata method) on_save_checkpoint() (cerebras.modelzoo.trainer.callbacks.Callback method) (cerebras.modelzoo.trainer.callbacks.ModelZooParamsMetadata method) on_train_batch_end() (cerebras.modelzoo.trainer.callbacks.Callback method) (cerebras.modelzoo.trainer.callbacks.CheckLoss method) (cerebras.modelzoo.trainer.callbacks.DumpActivations method) on_train_batch_start() (cerebras.modelzoo.trainer.callbacks.Callback method) (cerebras.modelzoo.trainer.callbacks.DumpActivations method) (cerebras.modelzoo.trainer.callbacks.SaveCheckpointState method)

on_train_end() (cerebras.modelzoo.trainer.callbacks.Callback method) (cerebras.modelzoo.trainer.callbacks.DumpActivations method) (cerebras.modelzoo.trainer.callbacks.ScopedTrainFlags method) on_train_exception() (cerebras.modelzoo.trainer.callbacks.Callback method) (cerebras.modelzoo.trainer.callbacks.EmailNotification method) on_train_start() (cerebras.modelzoo.trainer.callbacks.Callback method) (cerebras.modelzoo.trainer.callbacks.SaveCheckpointState method) (cerebras.modelzoo.trainer.callbacks.ScopedTrainFlags method) on_validate_batch_end() (cerebras.modelzoo.trainer.callbacks.Callback method) (cerebras.modelzoo.trainer.callbacks.CheckLoss method) (cerebras.modelzoo.trainer.callbacks.DumpActivations method) on_validate_batch_start() (cerebras.modelzoo.trainer.callbacks.Callback method) (cerebras.modelzoo.trainer.callbacks.DumpActivations method) on_validate_end() (cerebras.modelzoo.trainer.callbacks.Callback method) (cerebras.modelzoo.trainer.callbacks.DumpActivations method) (cerebras.modelzoo.trainer.callbacks.ModelEvalMetrics method) (cerebras.modelzoo.trainer.callbacks.ScopedValidateFlags method) on_validate_exception() (cerebras.modelzoo.trainer.callbacks.Callback method) (cerebras.modelzoo.trainer.callbacks.EmailNotification method) on_validate_start() (cerebras.modelzoo.trainer.callbacks.Callback method) (cerebras.modelzoo.trainer.callbacks.ScopedValidateFlags method) OnDemandDictionaryConverter (class in cerebras.modelzoo.tools.checkpoint_converters.streaming_checkpoints) OneCycleLR (class in cerebras.pytorch.optim.lr_scheduler) OneCycleWD (class in cerebras.pytorch.optim.weight_decay_scheduler) OneHotTransform (class in cerebras.modelzoo.data.vision.segmentation.transforms.utility_transforms) OneHotTransformKits (class in cerebras.modelzoo.data.vision.segmentation.transforms.utility_transforms) ones() (in module cerebras.pytorch) ones_like() (in module cerebras.pytorch) oov_token (cerebras.modelzoo.data.nlp.bert.BertCSVDynamicMaskDataProcessor.BertCSVDynamicMaskDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.t5.T5DynamicDataProcessor.T5DynamicDataProcessorConfig attribute) OpenImagesv4 (class in cerebras.modelzoo.data.multimodal.datasets.OpenImages) OpProfiler (class in cerebras.modelzoo.trainer.callbacks) optimal_param() (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_dedup.generate_duplicate_pairs) optimization_level (cerebras.pytorch.backends.csx.precision attribute) Optimizer (class in cerebras.pytorch.optim) optimizer_step() (cerebras.modelzoo.Trainer method) (cerebras.modelzoo.trainer.callbacks.Precision method) (in module cerebras.pytorch.amp) optimizer_zero_grad() (cerebras.modelzoo.Trainer method) OptimizerCallback (class in cerebras.modelzoo.trainer.callbacks) optional_lock() (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_reader) output_results() (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_dedup.to_hash) (in module cerebras.modelzoo.data_preparation.nlp.slimpajama.dedup.to_hash) OutputGroupScoreShaper (class in cerebras.pytorch.sparse.utils) OxfordIIITPetProcessor (class in cerebras.modelzoo.data.vision.classification.data.oxfordiiitpets) OxfordIIITPetProcessorConfig (class in cerebras.modelzoo.data.vision.classification.data.oxfordiiitpets)

P

pack_sequences (cerebras.modelzoo.data.nlp.t5.T5DynamicDataProcessor.T5DynamicDataProcessorConfig attribute) pad_helper() (in module cerebras.modelzoo.data_preparation.data_preprocessing.utils) (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) pad_input_sequence() (in module cerebras.modelzoo.data_preparation.utils) pad_instance_to_max_seq_length() (in module cerebras.modelzoo.data_preparation.utils) pad_last (cerebras.modelzoo.data.common.h5_map_dataset.dataset.HDF5DatasetConfig attribute) pad_t5_input_features() (in module cerebras.modelzoo.data.nlp.t5.t5_utils) (in module cerebras.modelzoo.data_preparation.nlp.t5.utils) pad_token (cerebras.modelzoo.data.nlp.t5.T5DynamicDataProcessor.T5DynamicDataProcessorConfig attribute) pad_token_id (cerebras.modelzoo.data_preparation.data_preprocessing.custom_tokenizer_example.CustomLlama3Tokenizer.CustomLlama3Tokenizer attribute) PaddingSample (class in cerebras.modelzoo.common.input_utils) param_group_key (cerebras.pytorch.optim.lr_scheduler.LRScheduler property) (cerebras.pytorch.optim.scheduler.Scheduler property) (cerebras.pytorch.optim.weight_decay_scheduler.WeightDecayScheduler property) parse_args() (in module cerebras.modelzoo.common.utils.run.write_weight_summaries) (in module cerebras.modelzoo.data.common.h5_map_dataset.preprocess_pile) (in module cerebras.modelzoo.data_preparation.nlp.bert.create_csv) (in module cerebras.modelzoo.data_preparation.nlp.bert.create_csv_mlm_only) (in module cerebras.modelzoo.data_preparation.nlp.bert.create_csv_mlm_only_static_masking) (in module cerebras.modelzoo.data_preparation.nlp.bert.create_csv_static_masking) (in module cerebras.modelzoo.data_preparation.nlp.pile.download) (in module cerebras.modelzoo.data_preparation.nlp.pubmed.Downloader) (in module cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.normalize_text) parse_argument() (in module cerebras.modelzoo.tools.convert_config_to_mup) parse_arguments() (in module cerebras.modelzoo.data_preparation.multimodal.llava.preprocess_dataset) parse_field_type() (in module cerebras.modelzoo.config.utils) parse_format_version() (in module cerebras.modelzoo.tools.checkpoint_converters.base_converter) parse_ner_row() (in module cerebras.modelzoo.data.nlp.bert.BertTokenClassifierDataProcessor) parse_text() (in module cerebras.modelzoo.data.nlp.bert.bert_utils) (in module cerebras.modelzoo.data.nlp.t5.t5_utils) (in module cerebras.modelzoo.data_preparation.nlp.t5.utils) pass_1_shuffle() (in module cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.shuffle_holdout) pass_2_shuffle_holdout() (in module cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.shuffle_holdout) patch_size (cerebras.modelzoo.data.multimodal.clip.ImageNet1KClipProcessor.ImageNet1KClipProcessorConfig attribute) patch_to_collect_specified_args() (in module cerebras.modelzoo.common.utils.run.cli_parser) PatchCamelyon (class in cerebras.modelzoo.data.vision.classification.data.patch_camelyon) PatchCamelyonProcessor (class in cerebras.modelzoo.data.vision.classification.data.patch_camelyon) PatchCamelyonProcessorConfig (class in cerebras.modelzoo.data.vision.classification.data.patch_camelyon) pattern_match() (in module cerebras.modelzoo.common.run_bigcode_eval_harness) perf_metrics (cerebras.modelzoo.trainer.callbacks.FlopUtilization property) (cerebras.modelzoo.trainer.callbacks.Profiler property) (cerebras.modelzoo.trainer.callbacks.RateProfiler property) PerplexityMetric (class in cerebras.pytorch.metrics) persistent_workers (cerebras.modelzoo.data.common.config.GenericDataProcessorConfig attribute) (cerebras.modelzoo.data.common.config.HuggingFaceDataProcessorConfig attribute) (cerebras.modelzoo.data.common.GenericDataProcessor.GenericDataProcessorConfig attribute) (cerebras.modelzoo.data.multimodal.llava.LlavaHDF5MapDataProcessor.LlavaHDF5MapDataProcessorConfig attribute) (cerebras.modelzoo.data.multimodal.llava.MultimodalSimpleHDF5MapDataProcessor.MultimodalSimpleHDF5MapDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertClassifierDataProcessor.ClassifierDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertCSVDataProcessor.BertCSVDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertCSVDynamicMaskDataProcessor.BertCSVDynamicMaskDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertHDF5DataProcessor.BertHDF5DataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertSumCSVDataProcessor.BertSumCSVDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertTokenClassifierDataProcessor.BertTokenClassifierDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.DummyDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.DummyIterableDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.GptHDF5DataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.HuggingFaceIterableDataProcessorEli5Config attribute) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorGUConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorLLConfig attribute) (cerebras.modelzoo.data.nlp.t5.config.T5HDF5DataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.t5.T5DynamicDataProcessor.T5DynamicDataProcessorConfig attribute) (cerebras.modelzoo.data.vision.classification.dataset_factory.VisionClassificationProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig attribute) (cerebras.modelzoo.data.vision.segmentation.Hdf5BaseDataProcessor.Hdf5BaseDataProcessorConfig attribute) (cerebras.modelzoo.data_preparation.huggingface.HuggingFaceDataProcessor.HuggingFaceDataProcessorConfig attribute) PiecewiseConstantLR (class in cerebras.pytorch.optim.lr_scheduler) PiecewiseConstantWD (class in cerebras.pytorch.optim.weight_decay_scheduler) PolynomialLR (class in cerebras.pytorch.optim.lr_scheduler) PolynomialWD (class in cerebras.pytorch.optim.weight_decay_scheduler) pop() (cerebras.modelzoo.data.nlp.bert.bert_utils.Vocab method) popitem() (cerebras.modelzoo.data.nlp.bert.bert_utils.Vocab method) position_ids_dtype (cerebras.modelzoo.data_preparation.data_preprocessing.vsl_pretraining_token_generator.VSLPretrainingTokenGenerator attribute) post_checkpoint_convert() (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter method) post_config_convert() (cerebras.modelzoo.tools.checkpoint_converters.llava.ConfigConverter_LLaVA_HF_CS22 method) post_init() (cerebras.modelzoo.config.base_config.BaseConfig method) (cerebras.modelzoo.config.data_config.DataConfig method) (cerebras.modelzoo.config.model_config.ModelConfig method) (cerebras.modelzoo.config.named_config.NamedConfig method) (cerebras.modelzoo.data.common.config.GenericDataProcessorConfig method) (cerebras.modelzoo.data.common.config.HuggingFaceDataProcessorConfig method) (cerebras.modelzoo.data.nlp.gpt.config.DummyDataProcessorConfig method) (cerebras.modelzoo.data.nlp.gpt.config.DummyIterableDataProcessorConfig method) (cerebras.modelzoo.data.nlp.gpt.config.GptHDF5DataProcessorConfig method) (cerebras.modelzoo.data.nlp.gpt.config.HuggingFaceIterableDataProcessorEli5Config method) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorConfig method) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorGUConfig method) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorLLConfig method) (cerebras.modelzoo.data.nlp.t5.config.T5HDF5DataProcessorConfig method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig method) post_model_convert() (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS18_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS19_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS21_CS22 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS22_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS23_CS24 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS_CS method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.FallbackConverter_CS_CS method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_Bert_CS17_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_Bert_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_Bert_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertModel_CS16_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertModel_CS16_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertPretrainModel_CS16_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertPretrainModel_CS16_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertFinetuneModel_CS16_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertFinetuneModel_CS16_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomLMHeadModel_CS19_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomLMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs.Converter_BTLMLMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.Converter_DPRModel_CS22_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon.Converter_Falcon_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2LMHeadModel_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2LMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2LMHeadModel_CS22_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_backbone.Converter_GPT2LMHeadModel_GPTBackboneLMHeadModel_CS24 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_LMHeadModel_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_LMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_LMHeadModel_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_LMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.jais_hf_cs.Converter_JAISLMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaForCausalLM_CS19_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaForCausalLM_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.Converter_Codegen_LMHeadModel_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.Converter_Codegen_LMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.Converter_SantacoderLMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_StarcoderLMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_CS16_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_CS16_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_CS17_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_CS20_CS21 method) postfix (cerebras.modelzoo.trainer.loggers.ProgressLogger property) postprocess_checkpoint() (cerebras.modelzoo.trainer.callbacks.Callback method) Power (class in cerebras.pytorch.sparse.utils) pre_checkpoint_convert() (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter method) pre_config_convert() (cerebras.modelzoo.tools.checkpoint_converters.llava.ConfigConverter_LLaVA_HF_CS22 method) (cerebras.modelzoo.tools.checkpoint_converters.mm_simple.ConfigConverter_MMSimple_LLaVA_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mm_simple.ConfigConverter_MMSimple_LLaVA_HF_CS24 method) pre_model_convert() (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS18_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS19_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS21_CS22 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS22_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS23_CS24 method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS_CS method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_UnpackedHF_PackedCS method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.FallbackConverter_CS_CS method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_Bert_CS17_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_Bert_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_Bert_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertLayerNorm_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertModel_CS16_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertModel_CS16_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertModel_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertPretrainModel_CS16_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertPretrainModel_CS16_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertFinetuneModel_CS16_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertFinetuneModel_CS16_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForQuestionAnswering_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForQuestionAnswering_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForQuestionAnswering_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForSequenceClassification_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForSequenceClassification_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForSequenceClassification_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForTokenClassification_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForTokenClassification_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForTokenClassification_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_Bloom_Attention_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomLMHeadModel_CS19_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomLMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomLMHeadModel_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomLMHeadModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomLMHeadModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs.Converter_BTLMLMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs.Converter_BTLMLMHeadModel_WithoutModelPrefix_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs.Converter_BTLMLMHeadModel_WithoutModelPrefix_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.clip_vit.Converter_CLIPViT_Core_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.clip_vit.Converter_CLIPViT_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.clip_vit.Converter_CLIPViT_Projection_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.dpo.Converter_DPO_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.dpo.Converter_NON_DPO_TO_DPO_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.Converter_DPRContextEncoder_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.Converter_DPRModel_CS22_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.Converter_DPRModel_HF_CS22 method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.Converter_DPRModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.Converter_DPRQuestionEncoder_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.dragon_plus.Converter_DragonContextEncoder_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.dragon_plus.Converter_DragonModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.dragon_plus.Converter_DragonQuestionEncoder_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.esm2.Converter_Esm2PretrainModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon.Converter_Falcon_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon.Converter_Falcon_Headless_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon.Converter_Falcon_Headless_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon.Converter_Falcon_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon.Converter_Falcon_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_180b.Converter_Falcon_180B_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_40b.Converter_Falcon_40B_Attention_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_7b.Converter_Falcon_7B_Attention_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.gemma2.Converter_Gemma2_WithoutOptionalModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2_Attention_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2LMHeadModel_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2LMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2LMHeadModel_CS22_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2LMHeadModel_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2LMHeadModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.Converter_GPT2LMHeadModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_backbone.Converter_GPT2LMHeadModel_GPTBackboneLMHeadModel_CS24 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_Attention_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_LMHeadModel_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_LMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_LMHeadModel_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_LMHeadModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.Converter_GPT_Neox_LMHeadModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_Attention_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_LMHeadModel_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_LMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_LMHeadModel_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_LMHeadModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.Converter_GPTJ_LMHeadModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.jais_hf_cs.Converter_JAISLMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.jais_hf_cs.Converter_JAISLMHeadModel_WithoutModelPrefix_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.jais_hf_cs.Converter_JAISLMHeadModel_WithoutModelPrefix_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaAttention_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaForCausalLM_CS19_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaForCausalLM_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaForCausalLM_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaForCausalLM_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaForCausalLM_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaForCausalLM_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaModel_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaModel_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.Converter_LlamaModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.llava.Converter_LLaVA_CLIPViT_WithoutModel_HF_CS22 method) (cerebras.modelzoo.tools.checkpoint_converters.llava.Converter_LLaVA_LLaMA_WithoutModel_HF_CS22 method) (cerebras.modelzoo.tools.checkpoint_converters.llava.Converter_LLaVA_WithoutModel_HF_CS22 method) (cerebras.modelzoo.tools.checkpoint_converters.mistral.Converter_MistralForCausalLM_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.mistral.Converter_MistralModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.mixtral.Converter_MixtralForCausalLM_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.mixtral.Converter_MixtralLMHeadModel_WithoutOptionalModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mixtral.Converter_MixtralModel_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.mixtral.Converter_MixtralModel_WithoutOptionalModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mm_simple.Converter_MMSimple_LLaVA_CLIPViT_WithoutModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mm_simple.Converter_MMSimple_LLaVA_LLaMA_WithoutModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mm_simple.Converter_MMSimple_LLaVA_WithoutModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mm_simple.Converter_MMSimple_LLaVA_WithoutModel_HF_CS24 method) (cerebras.modelzoo.tools.checkpoint_converters.roberta.Converter_RobertaPretrainModel_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.roberta.Converter_RobertaPretrainModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.Converter_Codegen_Attention_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.Converter_Codegen_LMHeadModel_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.Converter_Codegen_LMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.Converter_Codegen_LMHeadModel_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.Converter_Codegen_LMHeadModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.Converter_Santacoder_Attention_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.Converter_SantacoderLMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.Converter_SantacoderLMHeadModel_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.Converter_SantacoderLMHeadModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.Converter_SantacoderLMHeadModel_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_Starcoder_Attention_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_StarcoderForCausalLM_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_StarcoderForCausalLM_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_StarcoderForCausalLM_WithoutOptionalModel_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_StarcoderLMHeadModel_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_CS16_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_CS16_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_CS17_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_CS18_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_CS20_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.vit.Converter_ViT_Core_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.vit.Converter_ViT_Headless_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.vit.Converter_ViT_HF_CS21 method)

pre_setup() (cerebras.modelzoo.trainer.callbacks.Callback method) (cerebras.modelzoo.trainer.callbacks.GlobalFlags method) (cerebras.modelzoo.trainer.callbacks.Lora method) precision (cerebras.modelzoo.Trainer property) Precision (class in cerebras.modelzoo.trainer.callbacks) prefetch_factor (cerebras.modelzoo.data.common.config.GenericDataProcessorConfig attribute) (cerebras.modelzoo.data.common.config.HuggingFaceDataProcessorConfig attribute) (cerebras.modelzoo.data.common.GenericDataProcessor.GenericDataProcessorConfig attribute) (cerebras.modelzoo.data.multimodal.llava.LlavaHDF5MapDataProcessor.LlavaHDF5MapDataProcessorConfig attribute) (cerebras.modelzoo.data.multimodal.llava.MultimodalSimpleHDF5MapDataProcessor.MultimodalSimpleHDF5MapDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertClassifierDataProcessor.ClassifierDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertCSVDataProcessor.BertCSVDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertCSVDynamicMaskDataProcessor.BertCSVDynamicMaskDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertHDF5DataProcessor.BertHDF5DataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertSumCSVDataProcessor.BertSumCSVDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertTokenClassifierDataProcessor.BertTokenClassifierDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.DummyDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.DummyIterableDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.GptHDF5DataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.HuggingFaceIterableDataProcessorEli5Config attribute) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorGUConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.InferenceDataProcessorLLConfig attribute) (cerebras.modelzoo.data.nlp.t5.config.T5HDF5DataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.t5.T5DynamicDataProcessor.T5DynamicDataProcessorConfig attribute) (cerebras.modelzoo.data.vision.classification.dataset_factory.VisionClassificationProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig attribute) (cerebras.modelzoo.data.vision.segmentation.Hdf5BaseDataProcessor.Hdf5BaseDataProcessorConfig attribute) (cerebras.modelzoo.data_preparation.huggingface.HuggingFaceDataProcessor.HuggingFaceDataProcessorConfig attribute) preinitialize() (cerebras.pytorch.optim.Adadelta method) (cerebras.pytorch.optim.Adafactor method) (cerebras.pytorch.optim.Adagrad method) (cerebras.pytorch.optim.Adamax method) (cerebras.pytorch.optim.ASGD method) (cerebras.pytorch.optim.Lamb method) (cerebras.pytorch.optim.Lion method) (cerebras.pytorch.optim.NAdam method) (cerebras.pytorch.optim.Optimizer method) (cerebras.pytorch.optim.RAdam method) (cerebras.pytorch.optim.RMSprop method) (cerebras.pytorch.optim.Rprop method) (cerebras.pytorch.optim.SGD method) preprocess_checkpoint() (cerebras.modelzoo.trainer.callbacks.Callback method) (cerebras.modelzoo.trainer.callbacks.LoadCheckpointStates method) preprocess_data() (in module cerebras.modelzoo.data_preparation.data_preprocessing.preprocess_data) preprocess_string() (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_dedup.to_hash) preprocessing_generator() (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_base_preprocessor.HDF5BasePreprocessor method) PreprocessInstance (class in cerebras.modelzoo.data_preparation.nlp.bert.dynamic_processor) pretraining_image_captions_hook() (in module cerebras.modelzoo.data_preparation.data_preprocessing.hooks) PretrainingTokenGenerator (class in cerebras.modelzoo.data_preparation.data_preprocessing.pretraining_token_generator) print_docs_processed() (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_dedup.to_hash) print_training_progress() (cerebras.modelzoo.trainer.loggers.ProgressLogger method) print_validation_progress() (cerebras.modelzoo.trainer.loggers.ProgressLogger method) process_ai2d() (in module cerebras.modelzoo.data_preparation.multimodal.llava.preprocess_dataset) process_arxivcap() (in module cerebras.modelzoo.data_preparation.multimodal.llava.preprocess_dataset) process_arxivqa() (in module cerebras.modelzoo.data_preparation.multimodal.llava.preprocess_dataset) process_chartqa() (in module cerebras.modelzoo.data_preparation.multimodal.llava.preprocess_dataset) process_chunks() (cerebras.modelzoo.data_preparation.data_preprocessing.fim_token_generator.FIMTokenGenerator method) (cerebras.modelzoo.data_preparation.data_preprocessing.pretraining_token_generator.PretrainingTokenGenerator method) (cerebras.modelzoo.data_preparation.data_preprocessing.vsl_finetuning_token_generator.VSLFinetuningTokenGenerator method) process_chunks_mlm() (cerebras.modelzoo.data_preparation.data_preprocessing.fim_token_generator.FIMTokenGenerator method) (cerebras.modelzoo.data_preparation.data_preprocessing.pretraining_token_generator.PretrainingTokenGenerator method) (cerebras.modelzoo.data_preparation.data_preprocessing.vsl_pretraining_token_generator.VSLPretrainingTokenGenerator method) process_chunks_nextwordpred() (cerebras.modelzoo.data_preparation.data_preprocessing.vsl_pretraining_token_generator.VSLPretrainingTokenGenerator method) process_dataset() (cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor.DataPreprocessor method) (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) process_dataset_params() (cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor.DataPreprocessor method) process_dvqa() (in module cerebras.modelzoo.data_preparation.multimodal.llava.preprocess_dataset) process_file_for_sequence_distribution() (in module cerebras.modelzoo.data_preparation.data_preprocessing.tokenflow.launch_tokenflow) process_files() (cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor.DataPreprocessor method) process_infographics_docvqa() (in module cerebras.modelzoo.data_preparation.multimodal.llava.preprocess_dataset) process_params() (cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor.DataPreprocessor method) process_processing_params() (cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor.DataPreprocessor method) process_setup_params() (cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor.DataPreprocessor method) process_sp_docvqa() (in module cerebras.modelzoo.data_preparation.multimodal.llava.preprocess_dataset) process_synthdog_en() (in module cerebras.modelzoo.data_preparation.multimodal.llava.preprocess_dataset) profile_activities (cerebras.pytorch.utils.benchmark.utils.dataloader.BatchMetrics attribute) Profiler (class in cerebras.modelzoo.trainer.callbacks) ProgressLogger (class in cerebras.modelzoo.trainer.loggers) prompt_completion_chat_read_hook() (in module cerebras.modelzoo.data_preparation.data_preprocessing.hooks) prompt_completion_text_read_hook() (in module cerebras.modelzoo.data_preparation.data_preprocessing.hooks) prune_weight() (cerebras.pytorch.sparse.SparsityAlgorithm method)

R

ra_sampler_num_repeat (cerebras.modelzoo.data.vision.classification.dataset_factory.VisionClassificationProcessorConfig attribute) RAdam (class in cerebras.pytorch.optim) random() (in module cerebras.pytorch.sparse.init) random_crop() (in module cerebras.modelzoo.data.vision.segmentation.transforms.crop_and_pad_augmentations) random_spans_noise_mask() (in module cerebras.modelzoo.data.nlp.t5.t5_utils) (in module cerebras.modelzoo.data_preparation.nlp.t5.utils) RandomCutmix (class in cerebras.modelzoo.data.vision.classification.mixup) RandomMixup (class in cerebras.modelzoo.data.vision.classification.mixup) rate (cerebras.modelzoo.trainer.callbacks.RateProfiler property) RateProfiler (class in cerebras.modelzoo.trainer.callbacks) RawDatasetProcessor (class in cerebras.modelzoo.data_preparation.raw_dataset_processor.RawDatasetProcessor) RawDatasetProcessorConfig (class in cerebras.modelzoo.data_preparation.raw_dataset_processor.RawDatasetProcessor) read_binary_matrix() (in module cerebras.modelzoo.data.vision.classification.data.smallnorb) read_checkpoint() (cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor.DataPreprocessor method) (in module cerebras.modelzoo.common.utils.run.write_weight_summaries) (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) read_fasta() (cerebras.modelzoo.data_preparation.data_preprocessing.data_reader.Reader method) (cerebras.modelzoo.data_preparation.raw_dataset_processor.utils.Reader method) read_jsongz() (cerebras.modelzoo.data_preparation.data_preprocessing.data_reader.Reader method) (cerebras.modelzoo.data_preparation.raw_dataset_processor.utils.Reader method) read_jsonl() (cerebras.modelzoo.data_preparation.data_preprocessing.data_reader.Reader method) (cerebras.modelzoo.data_preparation.raw_dataset_processor.utils.Reader method) read_jsonl_tar() (cerebras.modelzoo.data_preparation.data_preprocessing.data_reader.Reader method) (cerebras.modelzoo.data_preparation.raw_dataset_processor.utils.Reader method) read_jsonl_zst() (cerebras.modelzoo.data_preparation.data_preprocessing.data_reader.Reader method) (cerebras.modelzoo.data_preparation.raw_dataset_processor.utils.Reader method) read_params_file() (in module cerebras.modelzoo.common.utils.run.cli_parser) read_parquet() (cerebras.modelzoo.data_preparation.data_preprocessing.data_reader.Reader method) (cerebras.modelzoo.data_preparation.raw_dataset_processor.utils.Reader method) read_scalar() (cerebras.pytorch.utils.tensorboard.SummaryReader method) read_tensor() (cerebras.pytorch.utils.tensorboard.SummaryReader method) read_text_summary() (cerebras.pytorch.utils.tensorboard.SummaryReader method) read_txt() (cerebras.modelzoo.data_preparation.data_preprocessing.data_reader.Reader method) (cerebras.modelzoo.data_preparation.raw_dataset_processor.utils.Reader method) Reader (class in cerebras.modelzoo.data_preparation.data_preprocessing.data_reader) (class in cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) (class in cerebras.modelzoo.data_preparation.raw_dataset_processor.utils) reader_process() (cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor.DataPreprocessor method) ReadOnlyDict (class in cerebras.modelzoo.tools.checkpoint_converters.streaming_checkpoints) recreate_dataset() (in module cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.normalize_text) RedPajamaArXivDataset (class in cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets) RedPajamaBooksDataset (class in cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets) RedPajamaC4Dataset (class in cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets) RedPajamaCommonCrawlDataset (class in cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets) RedPajamaGithubDataset (class in cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets) RedPajamaReplication (class in cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets) RedPajamaStackExchangeDataset (class in cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets) RedPajamaWikipediaDataset (class in cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets) redpj_datasets() (in module cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets) register_computed_sparsity_hook() (cerebras.pytorch.sparse.SparsityAlgorithm method) register_global_callback() (in module cerebras.modelzoo.trainer.callbacks) register_state() (cerebras.pytorch.metrics.Metric method) register_target_sparsity_hook() (cerebras.pytorch.sparse.SparsityAlgorithm method) register_zero_grad_post_hook() (cerebras.pytorch.optim.Optimizer method) register_zero_grad_pre_hook() (cerebras.pytorch.optim.Optimizer method) registry (cerebras.pytorch.metrics.Metric attribute) reload() (cerebras.pytorch.utils.tensorboard.SummaryReader method) RemoveLabelTransform (class in cerebras.modelzoo.data.vision.segmentation.transforms.utility_transforms) RenameTransform (class in cerebras.modelzoo.data.vision.segmentation.transforms.utility_transforms) repeat (cerebras.modelzoo.data.nlp.gpt.config.GptHDF5DataProcessorConfig attribute) RepeatedAugSampler (class in cerebras.modelzoo.data.vision.classification.sampler) replace_with_zero_and_neg_inf() (in module cerebras.modelzoo.common.utils.model.transformer_utils) replaceKey() (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter static method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS18_CS19 static method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS19_CS20 static method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS20_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS21_CS22 static method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS22_CS23 static method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS23_CS24 static method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_CS_CS static method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_HF_CS static method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseCheckpointConverter_UnpackedHF_PackedCS static method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter static method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter_CS18_CS19 static method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter_CS19_CS20 static method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter_CS20_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter_CS21_CS22 static method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter_CS22_CS23 static method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter_CS23_CS24 static method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter_CS_CS static method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter_HF_CS static method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter_UnpackedHF_PackedCS static method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseDictionaryConverter static method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.FallbackConfigConverter_CS_CS static method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.FallbackConverter_CS_CS static method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_CS16_CS17 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_CS16_CS18 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_CS17_CS18 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_CS18_CS20 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_HF_CS17 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_HF_CS18 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_HF_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_HF_CS23 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_BertModel_CS20_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_Bert_CS17_CS18 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_Bert_CS18_CS20 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_Bert_CS20_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertLayerNorm_HF_CS static method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertModel_CS16_CS17 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertModel_CS16_CS18 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertModel_HF_CS17 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertModel_HF_CS18 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertModel_WithoutOptionalModel_HF_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertModel_WithoutOptionalModel_HF_CS23 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertPretrainModel_CS16_CS17 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertPretrainModel_CS16_CS18 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertPretrainModel_HF_CS17 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertPretrainModel_HF_CS18 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertPretrainModel_WithoutOptionalModel_HF_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert.Converter_BertPretrainModel_WithoutOptionalModel_HF_CS23 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForQuestionAnswering_HF_CS17 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForQuestionAnswering_HF_CS18 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForQuestionAnswering_HF_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForSequenceClassification_HF_CS17 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForSequenceClassification_HF_CS18 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForSequenceClassification_HF_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForTokenClassification_HF_CS17 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForTokenClassification_HF_CS18 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForTokenClassification_HF_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertFinetuneModel_CS16_CS17 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertFinetuneModel_CS16_CS18 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForQuestionAnswering_HF_CS17 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForQuestionAnswering_HF_CS18 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForQuestionAnswering_WithoutOptionalModel_HF_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForSequenceClassification_HF_CS17 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForSequenceClassification_HF_CS18 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForSequenceClassification_WithoutOptionalModel_HF_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForTokenClassification_HF_CS17 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForTokenClassification_HF_CS18 static method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.Converter_BertForTokenClassification_WithoutOptionalModel_HF_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.ConfigConverter_BloomLMHeadModel_CS19_CS20 static method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.ConfigConverter_BloomModel_HF_CS17 static method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.ConfigConverter_BloomModel_HF_CS19 static method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.ConfigConverter_BloomModel_HF_CS20 static method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.ConfigConverter_BloomModel_HF_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_Bloom_Attention_HF_CS17 static method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomLMHeadModel_CS19_CS20 static method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomLMHeadModel_CS20_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomLMHeadModel_HF_CS17 static method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomLMHeadModel_HF_CS19 static method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomLMHeadModel_HF_CS20 static method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomLMHeadModel_WithoutOptionalModel_HF_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomModel_HF_CS17 static method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomModel_HF_CS19 static method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomModel_HF_CS20 static method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.Converter_BloomModel_WithoutOptionalModel_HF_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs.ConfigConverter_BTLMModel_HF_CS20 static method) (cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs.ConfigConverter_BTLMModel_HF_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs.Converter_BTLMLMHeadModel_CS20_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs.Converter_BTLMLMHeadModel_WithoutModelPrefix_HF_CS20 static method) (cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs.Converter_BTLMLMHeadModel_WithoutModelPrefix_HF_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs.Converter_BTLMModel_WithoutModelPrefix_HF_CS20 static method) (cerebras.modelzoo.tools.checkpoint_converters.btlm_hf_cs.Converter_BTLMModel_WithoutModelPrefix_HF_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.clip_vit.ConfigConverter_CLIPViT_HF_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.clip_vit.Converter_CLIPViT_Core_HF_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.clip_vit.Converter_CLIPViT_HF_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.clip_vit.Converter_CLIPViT_Projection_HF_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.dpo.ConfigConverter_DPO_HF_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.dpo.ConfigConverter_NON_DPO_TO_DPO_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.dpo.Converter_DPO_HF_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.dpo.Converter_NON_DPO_TO_DPO_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverter_DPR_HF_CS static method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverter_DPR_HF_CS23 static method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverter_DPRModel_CS22_CS23 static method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverter_DPRModel_HF_CS22 static method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverter_DPRModel_HF_CS23 static method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverterEncoder_HF_CS static method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.Converter_DPR_BertWrapper static method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.Converter_DPRContextEncoder_HF_CS static method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.Converter_DPRModel_CS22_CS23 static method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.Converter_DPRModel_HF_CS22 static method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.Converter_DPRModel_HF_CS23 static method) 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(cerebras.modelzoo.tools.checkpoint_converters.santacoder.Converter_SantacoderModel_HF_CS static method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.Converter_SantacoderModel_HF_CS20 static method) (cerebras.modelzoo.tools.checkpoint_converters.santacoder.Converter_SantacoderModel_WithoutOptionalModel_HF_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.ConfigConverter_StarcoderModel_HF_CS20 static method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.ConfigConverter_StarcoderModel_HF_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_Starcoder_Attention_HF_CS static method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_StarcoderForCausalLM_HF_CS static method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_StarcoderForCausalLM_HF_CS20 static method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_StarcoderForCausalLM_WithoutOptionalModel_HF_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_StarcoderLMHeadModel_CS20_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_StarcoderModel_HF_CS static method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_StarcoderModel_HF_CS20 static method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.Converter_StarcoderModel_WithoutOptionalModel_HF_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_CS16_CS17 static method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_CS16_CS18 static method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_CS17_CS18 static method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_CS18_CS20 static method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_CS20_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_HF_CS17 static method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_HF_CS18 static method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_HF_CS20 static method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_HF_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_HF_CS23 static method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_CS16_CS17 static method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_CS16_CS18 static method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_CS17_CS18 static method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_CS18_CS20 static method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_CS20_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_HF_CS17 static method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_HF_CS18 static method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_HF_CS20 static method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_WithoutOptionalModel_HF_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.t5.Converter_T5_WithoutOptionalModel_HF_CS23 static method) (cerebras.modelzoo.tools.checkpoint_converters.vit.ConfigConverter_ViT_Core_HF_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.vit.ConfigConverter_ViT_HF_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.vit.Converter_ViT_Core_HF_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.vit.Converter_ViT_Headless_HF_CS21 static method) (cerebras.modelzoo.tools.checkpoint_converters.vit.Converter_ViT_HF_CS21 static method)

Reproducibility (class in cerebras.modelzoo.trainer.callbacks) RequestType (class in cerebras.modelzoo.data.nlp.gpt.InferenceDataProcessor) reset() (cerebras.pytorch.metrics.AccuracyMetric method) (cerebras.pytorch.metrics.DiceCoefficientMetric method) (cerebras.pytorch.metrics.FBetaScoreMetric method) (cerebras.pytorch.metrics.MeanIOUMetric method) (cerebras.pytorch.metrics.Metric method) (cerebras.pytorch.metrics.PerplexityMetric method) Resisc45 (class in cerebras.modelzoo.data.vision.classification.data.resisc45) Resisc45Processor (class in cerebras.modelzoo.data.vision.classification.data.resisc45) Resisc45ProcessorConfig (class in cerebras.modelzoo.data.vision.classification.data.resisc45) resize_image_with_crop_or_pad_transform() (in module cerebras.modelzoo.data.vision.segmentation.preprocessing_utils) resolve_path() (in module cerebras.modelzoo.config.types) RestartableDataLoader (class in cerebras.modelzoo.data.common.HDF5IterableDataProcessor) (class in cerebras.modelzoo.data.common.restartable_dataloader) (class in cerebras.pytorch.utils.data) retrace_every_iteration (cerebras.pytorch.backends.csx.debug attribute) RigL (class in cerebras.pytorch.sparse) rm_if_exists() (in module cerebras.modelzoo.data_preparation.nlp.slimpajama.utils) RMSprop (class in cerebras.pytorch.optim) rotate_coords_2d() (in module cerebras.modelzoo.data.vision.segmentation.transforms.utils) rotate_coords_3d() (in module cerebras.modelzoo.data.vision.segmentation.transforms.utils) rotation_90_transform() (in module cerebras.modelzoo.data.vision.segmentation.preprocessing_utils) RougeBasedLabelsFormatter (class in cerebras.modelzoo.data_preparation.nlp.bert.bertsum_data_processor) Rprop (class in cerebras.pytorch.optim) run() (cerebras.modelzoo.trainer.extensions.bigcode.BigCodeEvalHarness method) (cerebras.modelzoo.trainer.extensions.eleuther.EleutherEvalHarness method) (in module cerebras.modelzoo.common.run_utils) run_eval_harness() (in module cerebras.modelzoo.common.run_eleuther_eval_harness) run_validation() (cerebras.modelzoo.trainer.callbacks.Callback method) (cerebras.modelzoo.trainer.callbacks.ValidationCallback method) RunConfigParamsValidator (class in cerebras.modelzoo.common.pytorch_utils)

S

sample_tokens() (in module cerebras.modelzoo.common.utils.model.generation_utils) SampleGenerator (class in cerebras.modelzoo.common.pytorch_utils) sampler (cerebras.modelzoo.data.vision.classification.dataset_factory.VisionClassificationProcessorConfig attribute) samples_files (cerebras.modelzoo.common.utils.input.utils.SamplesSaver property) SamplesSaver (class in cerebras.modelzoo.common.utils.input.utils) sampling_time_ns (cerebras.pytorch.utils.benchmark.utils.dataloader.BatchMetrics attribute) save() (in module cerebras.pytorch) save_checkpoint() (cerebras.modelzoo.Trainer method) save_image_locally() (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor) save_params() (in module cerebras.modelzoo.common.utils.utils) save_perf_json() (cerebras.modelzoo.trainer.callbacks.SavePerformanceData method) save_run_info() (in module cerebras.modelzoo.data.common.h5_map_dataset.preprocess_pile) save_sequence_distribution() (in module cerebras.modelzoo.data_preparation.data_preprocessing.tokenflow.launch_tokenflow) SaveCheckpointState (class in cerebras.modelzoo.trainer.callbacks) SavePerformanceData (class in cerebras.modelzoo.trainer.callbacks) scalar_groups() (cerebras.pytorch.utils.tensorboard.SummaryReader method) scalar_names() (cerebras.pytorch.utils.tensorboard.SummaryReader method) Scalars() (cerebras.pytorch.utils.tensorboard.SummaryReader method) scale() (cerebras.pytorch.amp.GradScaler method) scale_initializers_by_dimension() (in module cerebras.modelzoo.tools.checkpoint_converters.mup) schedule_name (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig attribute) Scheduler (class in cerebras.pytorch.optim.scheduler) schedulers_step() (cerebras.modelzoo.Trainer method) SchedulersCallback (class in cerebras.modelzoo.trainer.callbacks) ScopedTrainFlags (class in cerebras.modelzoo.trainer.callbacks) ScopedValidateFlags (class in cerebras.modelzoo.trainer.callbacks) ScoreFlattener (class in cerebras.pytorch.sparse.utils) seed_runs() (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_base_preprocessor.HDF5BasePreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_curation_corpus_preprocessor.CurationCorpusPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.FIMDataPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.LlavaBasePreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.LlavaPhaseOnePreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.LlavaPhaseTwoPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.LMDataPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.SummarizationPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.VSLLMDataPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.VSLSummarizationPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_nlg_preprocessor.NLGPreprocessor method) segment_ids (cerebras.modelzoo.data_preparation.nlp.extractive_summarisation_utils.BertInputFeatures attribute) select_mup_converter() (in module cerebras.modelzoo.tools.checkpoint_converters.base_converter) select_random_chunk() (in module cerebras.modelzoo.data.nlp.t5.t5_utils) (in module cerebras.modelzoo.data_preparation.nlp.t5.utils) SelectiveGrad (class in cerebras.modelzoo.trainer.callbacks) send_email_notification() (cerebras.modelzoo.trainer.callbacks.EmailNotification method) SentencePairInstance (class in cerebras.modelzoo.data_preparation.nlp.bert.sentence_pair_processor) SequentialLR (class in cerebras.pytorch.optim.lr_scheduler) SequentialWD (class in cerebras.pytorch.optim.weight_decay_scheduler) SET (class in cerebras.pytorch.sparse) set_attention_params() (in module cerebras.modelzoo.common.run_gpt_inference) set_defaults() (in module cerebras.modelzoo.common.run_gpt_inference) (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) set_doc_idx() (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_reader) set_half_dtype() (in module cerebras.pytorch.amp) set_state() (cerebras.modelzoo.data.common.HDF5IterableDataset.HDF5IterableDataset method) set_transforms() (cerebras.modelzoo.data.vision.classification.dataset_factory.VisionSubset method) set_wsc_log_level() (cerebras.modelzoo.trainer.callbacks.Logging method) setdefault() (cerebras.modelzoo.data.nlp.bert.bert_utils.Vocab method) setup() (cerebras.modelzoo.trainer.callbacks.Callback method) (cerebras.modelzoo.trainer.callbacks.CountParams method) (cerebras.modelzoo.trainer.callbacks.DebugArgsPath method) (cerebras.modelzoo.trainer.callbacks.DumpActivations method) (cerebras.modelzoo.trainer.callbacks.FlopUtilization method) (cerebras.modelzoo.trainer.callbacks.LogOptimizerParamGroup method) (cerebras.modelzoo.trainer.callbacks.LogSparsity method) (cerebras.modelzoo.trainer.callbacks.SelectiveGrad method) (cerebras.modelzoo.trainer.callbacks.WeightCompression method) setup_artifact_dir() (in module cerebras.modelzoo.common.run_gpt_inference) setup_logging() (cerebras.modelzoo.trainer.callbacks.Logging method) (in module cerebras.modelzoo.common.run_gpt_inference) setup_logging_excepthook() (cerebras.modelzoo.trainer.callbacks.Logging method) (in module cerebras.modelzoo.common.run_gpt_inference) setup_op_profiler() (cerebras.modelzoo.trainer.callbacks.OpProfiler method) setup_output_directory() (cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor.DataPreprocessor method) setup_warning_logging() (in module cerebras.modelzoo.data_preparation.data_preprocessing.utils) setup_writer() (cerebras.modelzoo.trainer.loggers.TensorBoardLogger method) SeverstalBinaryClassDataProcessor (class in cerebras.modelzoo.data.vision.segmentation.SeverstalBinaryClassDataProcessor) SeverstalBinaryClassDataProcessorConfig (class in cerebras.modelzoo.data.vision.segmentation.SeverstalBinaryClassDataProcessor) SeverstalBinaryClassDataset (class in cerebras.modelzoo.data.vision.segmentation.SeverstalBinaryClassDataProcessor) SGD (class in cerebras.pytorch.optim) sha256str() (in module cerebras.modelzoo.data_preparation.nlp.slimpajama.utils) shard_and_shuffle_data() (in module cerebras.modelzoo.data.nlp.bert.bert_utils) shard_list_contiguous() (in module cerebras.modelzoo.data.common.input_utils) shard_list_interleaved() (in module cerebras.modelzoo.data.common.input_utils) shard_list_of_chunks_contiguous() (in module cerebras.modelzoo.data.common.input_utils) ShardedSampler (class in cerebras.modelzoo.data.common.input_utils) (class in cerebras.modelzoo.data.vision.utils) Sharding (class in cerebras.modelzoo.data_preparation.nlp.pubmed.TextSharding) short_documents_path() (cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets.Dataset method) (cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets.RedPajamaArXivDataset method) (cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets.RedPajamaBooksDataset method) (cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets.RedPajamaC4Dataset method) (cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets.RedPajamaCommonCrawlDataset method) (cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets.RedPajamaGithubDataset method) (cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets.RedPajamaReplication method) (cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets.RedPajamaStackExchangeDataset method) (cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets.RedPajamaWikipediaDataset method) should_run_optimizer_step (cerebras.modelzoo.Trainer property) (cerebras.modelzoo.trainer.callbacks.GradientAccumulationCallback attribute) shuffle (cerebras.modelzoo.data.common.GenericDataProcessor.GenericDataProcessorConfig attribute) (cerebras.modelzoo.data.common.h5_map_dataset.dataset.HDF5DatasetConfig attribute) (cerebras.modelzoo.data.common.HDF5IterableDataset.HDF5IterableDatasetConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertClassifierDataProcessor.ClassifierDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertCSVDataProcessor.BertCSVDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertCSVDynamicMaskDataProcessor.BertCSVDynamicMaskDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertSumCSVDataProcessor.BertSumCSVDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertTokenClassifierDataProcessor.BertTokenClassifierDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.GptHDF5DataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.t5.config.T5HDF5DataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.t5.T5DynamicDataProcessor.T5DynamicDataProcessorConfig attribute) (cerebras.modelzoo.data.vision.classification.dataset_factory.VisionClassificationProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig attribute) (cerebras.modelzoo.data.vision.segmentation.Hdf5BaseDataProcessor.Hdf5BaseDataProcessorConfig attribute) (cerebras.modelzoo.data_preparation.huggingface.HuggingFaceDataProcessor.HuggingFaceDataProcessorConfig attribute) shuffle() (in module cerebras.modelzoo.data.nlp.t5.t5_utils) (in module cerebras.modelzoo.data_preparation.nlp.t5.utils) shuffle_buffer (cerebras.modelzoo.data.common.config.GenericDataProcessorConfig attribute) (cerebras.modelzoo.data.common.config.HuggingFaceDataProcessorConfig attribute) (cerebras.modelzoo.data.common.GenericDataProcessor.GenericDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertCSVDataProcessor.BertCSVDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertCSVDynamicMaskDataProcessor.BertCSVDynamicMaskDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertSumCSVDataProcessor.BertSumCSVDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertTokenClassifierDataProcessor.BertTokenClassifierDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.DummyDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.DummyIterableDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.GptHDF5DataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.HuggingFaceIterableDataProcessorEli5Config attribute) (cerebras.modelzoo.data.nlp.t5.config.T5HDF5DataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.t5.T5DynamicDataProcessor.T5DynamicDataProcessorConfig attribute) (cerebras.modelzoo.data.vision.segmentation.Hdf5BaseDataProcessor.Hdf5BaseDataProcessorConfig attribute) (cerebras.modelzoo.data_preparation.huggingface.HuggingFaceDataProcessor.HuggingFaceDataProcessorConfig attribute) shuffle_dataset() (in module cerebras.modelzoo.data_preparation.hdf5_shuffling.h5_dataset_shuffle) shuffle_seed (cerebras.modelzoo.data.common.GenericDataProcessor.GenericDataProcessorConfig attribute) (cerebras.modelzoo.data.common.h5_map_dataset.dataset.HDF5DatasetConfig attribute) (cerebras.modelzoo.data.common.HDF5IterableDataset.HDF5IterableDatasetConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertClassifierDataProcessor.ClassifierDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertCSVDataProcessor.BertCSVDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertCSVDynamicMaskDataProcessor.BertCSVDynamicMaskDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertSumCSVDataProcessor.BertSumCSVDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertTokenClassifierDataProcessor.BertTokenClassifierDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.GptHDF5DataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.t5.config.T5HDF5DataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.t5.T5DynamicDataProcessor.T5DynamicDataProcessorConfig attribute) (cerebras.modelzoo.data.vision.classification.dataset_factory.VisionClassificationProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig attribute) (cerebras.modelzoo.data.vision.segmentation.Hdf5BaseDataProcessor.Hdf5BaseDataProcessorConfig attribute) (cerebras.modelzoo.data_preparation.huggingface.HuggingFaceDataProcessor.HuggingFaceDataProcessorConfig attribute) SimulateLowResolutionTransform (class in cerebras.modelzoo.data.vision.segmentation.transforms.resample_transforms) size() (cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.datasets.Dataset method) SkmDataProcessor (class in cerebras.modelzoo.data.vision.segmentation.SkmDataProcessor) SkmDataProcessorConfig (class in cerebras.modelzoo.data.vision.segmentation.SkmDataProcessor) SmallNORB (class in cerebras.modelzoo.data.vision.classification.data.smallnorb) SmallNORBProcessor (class in cerebras.modelzoo.data.vision.classification.data.smallnorb) SmallNORBProcessorConfig (class in cerebras.modelzoo.data.vision.classification.data.smallnorb)

smooth_loss() (in module cerebras.modelzoo.common.utils.model.transformer_utils) (in module cerebras.modelzoo.losses.T5ForConditionalGenerationLoss) sort_files (cerebras.modelzoo.data.common.h5_map_dataset.dataset.HDF5DatasetConfig attribute) sos_token (cerebras.modelzoo.data.nlp.t5.T5DynamicDataProcessor.T5DynamicDataProcessorConfig attribute) sparsify_module() (cerebras.pytorch.sparse.SparsityAlgorithm method) sparsify_optimizer() (cerebras.pytorch.sparse.SparsityAlgorithm method) sparsify_parameter() (cerebras.pytorch.sparse.SparsityAlgorithm method) sparsity (cerebras.pytorch.sparse.SparsityAlgorithm property) SparsityAlgorithm (class in cerebras.pytorch.sparse) SparsityCallback (class in cerebras.modelzoo.trainer.callbacks) split (cerebras.modelzoo.data.nlp.gpt.config.HuggingFaceIterableDataProcessorEli5Config attribute) (cerebras.modelzoo.data.vision.classification.data.caltech101.Caltech101ProcessorConfig attribute) (cerebras.modelzoo.data.vision.classification.data.cifar.CIFARProcessorConfig attribute) (cerebras.modelzoo.data.vision.classification.data.clevr.CLEVRProcessorConfig attribute) (cerebras.modelzoo.data.vision.classification.data.dmlab.DmlabProcessorConfig attribute) (cerebras.modelzoo.data.vision.classification.data.dsprites.DSpritesProcessorConfig attribute) (cerebras.modelzoo.data.vision.classification.data.dtd.DTDProcessorConfig attribute) (cerebras.modelzoo.data.vision.classification.data.eurosat.EuroSATProcessorConfig attribute) (cerebras.modelzoo.data.vision.classification.data.fgvc_aircraft.FGVCAircraftProcessorConfig attribute) (cerebras.modelzoo.data.vision.classification.data.flowers102.Flowers102ProcessorConfig attribute) (cerebras.modelzoo.data.vision.classification.data.food101.Food101ProcessorConfig attribute) (cerebras.modelzoo.data.vision.classification.data.imagenet.ImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.classification.data.imagenet21k.ImageNet21KProcessorConfig attribute) (cerebras.modelzoo.data.vision.classification.data.kitti.KITTIProcessorConfig attribute) (cerebras.modelzoo.data.vision.classification.data.oxfordiiitpets.OxfordIIITPetProcessorConfig attribute) (cerebras.modelzoo.data.vision.classification.data.patch_camelyon.PatchCamelyonProcessorConfig attribute) (cerebras.modelzoo.data.vision.classification.data.resisc45.Resisc45ProcessorConfig attribute) (cerebras.modelzoo.data.vision.classification.data.retinopathy.DiabeticRetinopathyProcessorConfig attribute) (cerebras.modelzoo.data.vision.classification.data.smallnorb.SmallNORBProcessorConfig attribute) (cerebras.modelzoo.data.vision.classification.data.stanfordcars.StanfordCarsProcessorConfig attribute) (cerebras.modelzoo.data.vision.classification.data.sun397.SUN397ProcessorConfig attribute) (cerebras.modelzoo.data.vision.classification.data.svhn.SVHNProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig attribute) (cerebras.modelzoo.data.vision.segmentation.CityscapesDataProcessor.CityscapesDataProcessorConfig attribute) (cerebras.modelzoo.data.vision.segmentation.InriaAerialDataProcessor.InriaAerialDataProcessorConfig attribute) (cerebras.modelzoo.data.vision.segmentation.SeverstalBinaryClassDataProcessor.SeverstalBinaryClassDataProcessorConfig attribute) split_entry_by_paragraph_or_sentence() (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_reader) split_files() (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_dedup.generate_duplicate_pairs) (in module cerebras.modelzoo.data_preparation.nlp.slimpajama.dedup.generate_duplicate_pairs) split_list() (in module cerebras.modelzoo.data_preparation.utils) split_sequences() (in module cerebras.modelzoo.data.nlp.t5.t5_utils) (in module cerebras.modelzoo.data_preparation.nlp.t5.utils) split_shuffle_second_pass() (cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor.DataPreprocessor method) split_text_and_tokenize() (in module cerebras.modelzoo.data_preparation.data_preprocessing.utils) (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) src_data_dir (cerebras.modelzoo.data.nlp.t5.T5DynamicDataProcessor.T5DynamicDataProcessorConfig attribute) src_max_sequence_length (cerebras.modelzoo.data.nlp.t5.T5DynamicDataProcessor.T5DynamicDataProcessorConfig attribute) src_vocab_file (cerebras.modelzoo.data.nlp.t5.T5DynamicDataProcessor.T5DynamicDataProcessorConfig attribute) SST2DataProcessor (class in cerebras.modelzoo.data.nlp.bert.BertClassifierDataProcessor) SST2DataProcessorConfig (class in cerebras.modelzoo.data.nlp.bert.BertClassifierDataProcessor) SST2Dataset (class in cerebras.modelzoo.data.nlp.bert.BertClassifierDataProcessor) StanfordCarsProcessor (class in cerebras.modelzoo.data.vision.classification.data.stanfordcars) StanfordCarsProcessorConfig (class in cerebras.modelzoo.data.vision.classification.data.stanfordcars) start_time_ns (cerebras.pytorch.utils.benchmark.utils.dataloader.EpochMetrics attribute) (cerebras.pytorch.utils.benchmark.utils.dataloader.Metrics attribute) state_dict() (cerebras.modelzoo.data.common.restartable_dataloader.RestartableDataLoader method) (cerebras.pytorch.amp.GradScaler method) (cerebras.pytorch.optim.Optimizer method) (cerebras.pytorch.optim.scheduler.Scheduler method) (cerebras.pytorch.sparse.SparsityAlgorithm method) (cerebras.pytorch.utils.data.DataLoader method) (cerebras.pytorch.utils.data.RestartableDataLoader method) Static (class in cerebras.pytorch.sparse) step() (cerebras.pytorch.amp.GradScaler method) (cerebras.pytorch.optim.Adadelta method) (cerebras.pytorch.optim.Adafactor method) (cerebras.pytorch.optim.Adagrad method) (cerebras.pytorch.optim.Adamax method) (cerebras.pytorch.optim.ASGD method) (cerebras.pytorch.optim.Lamb method) (cerebras.pytorch.optim.Lion method) (cerebras.pytorch.optim.NAdam method) (cerebras.pytorch.optim.Optimizer method) (cerebras.pytorch.optim.RAdam method) (cerebras.pytorch.optim.RMSprop method) (cerebras.pytorch.optim.Rprop method) (cerebras.pytorch.optim.scheduler.Scheduler method) (cerebras.pytorch.optim.SGD method) step_closure() (in module cerebras.pytorch) step_if_finite() (cerebras.pytorch.amp.GradScaler method) StepLR (class in cerebras.pytorch.optim.lr_scheduler) StepWD (class in cerebras.pytorch.optim.weight_decay_scheduler) stream_data() (cerebras.modelzoo.data_preparation.data_preprocessing.data_reader.Reader method) (cerebras.modelzoo.data_preparation.raw_dataset_processor.utils.Reader method) StreamingCSLeaf (class in cerebras.modelzoo.tools.checkpoint_converters.streaming_checkpoints) StreamingCSWriter (class in cerebras.modelzoo.tools.checkpoint_converters.streaming_checkpoints) StreamingCSWriterView (class in cerebras.modelzoo.tools.checkpoint_converters.streaming_checkpoints) StreamingShardedHFReader (class in cerebras.modelzoo.tools.checkpoint_converters.streaming_checkpoints) StreamingShardedHFWriter (class in cerebras.modelzoo.tools.checkpoint_converters.streaming_checkpoints) SummarizationPreprocessor (class in cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors) SummaryReader (class in cerebras.pytorch.utils.tensorboard) SummaryTensorListener (class in cerebras.modelzoo.trainer.callbacks) SummaryWriter (class in cerebras.pytorch.utils.tensorboard) SUN397Processor (class in cerebras.modelzoo.data.vision.classification.data.sun397) SUN397ProcessorConfig (class in cerebras.modelzoo.data.vision.classification.data.sun397) supports_mup_conversion() (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.base_converter.BaseConfigConverter_UnpackedHF_PackedCS method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert.ConfigConverter_Bert_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForQuestionAnswering_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForQuestionAnswering_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForQuestionAnswering_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForSequenceClassification_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForSequenceClassification_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForSequenceClassification_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForTokenClassification_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForTokenClassification_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.bert_finetune.ConfigConverter_BertForTokenClassification_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.ConfigConverter_BloomModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.ConfigConverter_BloomModel_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.bloom_hf_cs.ConfigConverter_BloomModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.clip_vit.ConfigConverter_CLIPViT_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.dpo.ConfigConverter_DPO_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverter_DPR_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverter_DPR_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverter_DPRModel_HF_CS22 method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverter_DPRModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.dpr.ConfigConverterEncoder_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.dragon_plus.ConfigConverter_Dragon_HF_CS method) (cerebras.modelzoo.tools.checkpoint_converters.dragon_plus.ConfigConverter_DragonModel_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.esm2.ConfigConverter_Esm2_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon.ConfigConverter_Falcon_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon.ConfigConverter_Falcon_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_180b.ConfigConverter_Falcon_180B_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_180b.ConfigConverter_Falcon_180B_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_40b.ConfigConverter_Falcon_40B_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.falcon_7b.ConfigConverter_Falcon_7B_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.gemma2.ConfigConverter_Gemma2_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt2_hf_cs.ConfigConverter_GPT2Model_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.ConfigConverter_GPT_Neox_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.ConfigConverter_GPT_Neox_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.ConfigConverter_GPT_Neox_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.gpt_neox_hf_cs.ConfigConverter_GPT_Neox_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.ConfigConverter_GPTJModel_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.ConfigConverter_GPTJModel_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.gptj_hf_cs.ConfigConverter_GPTJModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.ConfigConverter_LLaMa_HF_CS19 method) (cerebras.modelzoo.tools.checkpoint_converters.llama.ConfigConverter_LLaMa_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.llava.ConfigConverter_LLaVA_HF_CS22 method) (cerebras.modelzoo.tools.checkpoint_converters.mm_simple.ConfigConverter_MMSimple_LLaVA_CLIPViT_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mm_simple.ConfigConverter_MMSimple_LLaVA_HF_CS23 method) (cerebras.modelzoo.tools.checkpoint_converters.mm_simple.ConfigConverter_MMSimple_LLaVA_HF_CS24 method) (cerebras.modelzoo.tools.checkpoint_converters.roberta.ConfigConverter_Roberta_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.roberta.ConfigConverter_Roberta_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.ConfigConverter_Codegen_Model_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.ConfigConverter_Codegen_Model_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.salesforce_codegen_hf_cs.ConfigConverter_Codegen_Model_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.starcoder.ConfigConverter_StarcoderModel_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_HF_CS17 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_HF_CS18 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_HF_CS20 method) (cerebras.modelzoo.tools.checkpoint_converters.t5.ConfigConverter_T5_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.vit.ConfigConverter_ViT_Core_HF_CS21 method) (cerebras.modelzoo.tools.checkpoint_converters.vit.ConfigConverter_ViT_HF_CS21 method) SVHNProcessor (class in cerebras.modelzoo.data.vision.classification.data.svhn) SVHNProcessorConfig (class in cerebras.modelzoo.data.vision.classification.data.svhn) SyntheticDataProcessor (class in cerebras.modelzoo.data.common.SyntheticDataProcessor) SyntheticDataset (class in cerebras.pytorch.utils.data)

T

T5DynamicDataProcessor (class in cerebras.modelzoo.data.nlp.t5.T5DynamicDataProcessor) T5DynamicDataProcessorConfig (class in cerebras.modelzoo.data.nlp.t5.T5DynamicDataProcessor) T5ForConditionalGenerationLoss (class in cerebras.modelzoo.losses.T5ForConditionalGenerationLoss) T5HDF5DataProcessor (class in cerebras.modelzoo.data.nlp.t5.T5HDF5DataProcessor) T5HDF5DataProcessorConfig (class in cerebras.modelzoo.data.nlp.t5.config) (class in cerebras.modelzoo.data.nlp.t5.T5HDF5DataProcessor) Tags() (cerebras.pytorch.utils.tensorboard.SummaryReader method) task_id() (in module cerebras.modelzoo.data.common.input_utils) (in module cerebras.modelzoo.data.vision.utils) task_split_process_dataset() (cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor.DataPreprocessor method) tensor_names() (cerebras.pytorch.utils.tensorboard.SummaryReader method) tensor_spec_constructor() (in module cerebras.modelzoo.data.common.tensor_spec) TensorBoardLogger (class in cerebras.modelzoo.trainer.loggers) TensorSpec (class in cerebras.modelzoo.data.common.tensor_spec) text_max_length (cerebras.modelzoo.data.multimodal.clip.ImageNet1KClipProcessor.ImageNet1KClipProcessorConfig attribute) text_read_hook() (in module cerebras.modelzoo.data_preparation.data_preprocessing.hooks) text_summary_names() (cerebras.pytorch.utils.tensorboard.SummaryReader method) text_to_tokenized_documents() (in module cerebras.modelzoo.data_preparation.utils) TextFormatting (class in cerebras.modelzoo.data_preparation.nlp.pubmed.TextFormatting) tgt_max_sequence_length (cerebras.modelzoo.data.nlp.t5.T5DynamicDataProcessor.T5DynamicDataProcessorConfig attribute) tie_none_weights() (in module cerebras.modelzoo.tools.checkpoint_converters.helper) tile_image_transform() (in module cerebras.modelzoo.data.vision.segmentation.preprocessing_utils) to_cpu() (in module cerebras.modelzoo.common.pytorch_utils) to_minhash() (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_dedup.to_hash) (in module cerebras.modelzoo.data_preparation.nlp.slimpajama.dedup.to_hash) to_numpy() (in module cerebras.pytorch) to_tensor() (in module cerebras.modelzoo.common.pytorch_utils) TokenFlowDataProcessor (class in cerebras.modelzoo.data_preparation.data_preprocessing.tokenflow.launch_tokenflow) tokenize() (cerebras.modelzoo.data_preparation.data_preprocessing.data_reader.DataFrame method) (cerebras.modelzoo.data_preparation.nlp.tokenizers.Tokenization.BaseTokenizer method) (cerebras.modelzoo.data_preparation.nlp.tokenizers.Tokenization.FullTokenizer method) (cerebras.modelzoo.data_preparation.nlp.tokenizers.Tokenization.WordPieceTokenizer method) (in module cerebras.modelzoo.data_preparation.nlp.bert.bertsum_data_processor) tokenize_data() (cerebras.modelzoo.data_preparation.data_preprocessing.vsl_pretraining_token_generator.VSLPretrainingTokenGenerator method) tokenize_dataset() (in module cerebras.modelzoo.data_preparation.nlp.t5.preprocess_t5_dataset) tokenize_stop_words() (in module cerebras.modelzoo.data.nlp.gpt.InferenceDataProcessor) tokenize_text() (cerebras.modelzoo.data_preparation.data_preprocessing.dpo_token_generator.DPOTokenGenerator method) (in module cerebras.modelzoo.data_preparation.nlp.t5.preprocess_t5_dataset) tokenizer (cerebras.modelzoo.data_preparation.data_preprocessing.custom_tokenizer_example.CustomLlama3Tokenizer.CustomLlama3Tokenizer attribute)

Tokenizer (class in cerebras.modelzoo.data_preparation.nlp.bert.bertsum_data_processor) tokenizer_process() (cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor.DataPreprocessor method) tokens (cerebras.modelzoo.data_preparation.nlp.write_csv_ner.InputFeatures attribute) topk() (in module cerebras.pytorch.sparse.init) torchrun() (in module cerebras.modelzoo.common.run_utils) total_count (cerebras.modelzoo.trainer.callbacks.RateProfiler property) total_steps (cerebras.pytorch.utils.benchmark.utils.dataloader.EpochMetrics attribute) (cerebras.pytorch.utils.benchmark.utils.dataloader.Metrics property) total_time (cerebras.pytorch.utils.benchmark.utils.dataloader.EpochMetrics property) (cerebras.pytorch.utils.benchmark.utils.dataloader.Metrics attribute) trace() (in module cerebras.pytorch) trace_fn_post_hook() (cerebras.modelzoo.trainer.callbacks.DumpAvailableTensorNames method) (cerebras.modelzoo.trainer.callbacks.NormTensorListener method) trace_fn_pre_hook() (cerebras.modelzoo.trainer.callbacks.DumpAvailableTensorNames method) (cerebras.modelzoo.trainer.callbacks.NormTensorListener method) traced_tensor_hook() (cerebras.modelzoo.trainer.callbacks.DumpAvailableTensorNames method) (cerebras.modelzoo.trainer.callbacks.NormTensorListener method) (cerebras.modelzoo.trainer.callbacks.SummaryTensorListener method) Trainer (class in cerebras.modelzoo) training_data_generator() (in module cerebras.modelzoo.data_preparation.nlp.gpt2.data_processor_utils) training_step() (cerebras.modelzoo.Trainer method) TrainingLoop (class in cerebras.modelzoo.trainer.callbacks) transfer_processes (cerebras.pytorch.backends.csx.performance attribute) transform_image_and_mask() (cerebras.modelzoo.data.vision.segmentation.SkmDataProcessor.SkmDataProcessor method) TransformerDynamicDataProcessor (class in cerebras.modelzoo.data.nlp.transformer.TransformerDynamicDataProcessor) TransformerDynamicDataProcessorConfig (class in cerebras.modelzoo.data.nlp.transformer.TransformerDynamicDataProcessor) transforms (cerebras.modelzoo.data.common.h5_map_dataset.dataset.MultiModalHDF5DatasetConfig attribute) (cerebras.modelzoo.data.vision.classification.dataset_factory.VisionClassificationProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig attribute) (cerebras.modelzoo.data_preparation.raw_dataset_processor.RawDatasetProcessor.MultimodalRawDatasetProcessorConfig attribute) transpose_key_if_2D() (in module cerebras.modelzoo.tools.checkpoint_converters.helper) truncate_helper() (in module cerebras.modelzoo.data_preparation.data_preprocessing.utils) (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) truncate_or_pad_helper() (in module cerebras.modelzoo.data_preparation.data_preprocessing.utils) (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) truncate_sequence() (in module cerebras.modelzoo.data_preparation.data_preprocessing.utils)

U

ultra_chat_common_words_mask_hook() (in module cerebras.modelzoo.data_preparation.data_preprocessing.custom_hook_examples.custom_hooks) UNetDataProcessor (class in cerebras.modelzoo.data.vision.segmentation.UNetDataProcessor) UNetDataProcessorConfig (class in cerebras.modelzoo.data.vision.segmentation.UNetDataProcessor) unscale_() (cerebras.pytorch.amp.GradScaler method) update() (cerebras.modelzoo.trainer.callbacks.RateProfiler method) (cerebras.pytorch.amp.GradScaler method) (cerebras.pytorch.metrics.AccuracyMetric method) (cerebras.pytorch.metrics.DiceCoefficientMetric method) (cerebras.pytorch.metrics.FBetaScoreMetric method) (cerebras.pytorch.metrics.MeanIOUMetric method) (cerebras.pytorch.metrics.Metric method) (cerebras.pytorch.metrics.PerplexityMetric method) (cerebras.pytorch.sparse.SparsityAlgorithm method) (cerebras.pytorch.sparse.utils.HyperParameterSchedule method) update_args() (in module cerebras.modelzoo.data_preparation.data_preprocessing.utils) update_ckpt_metadata() (in module cerebras.modelzoo.tools.checkpoint_converters.base_converter) update_data_stats() (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor) update_dataclass_from_dict() (in module cerebras.modelzoo.common.utils.run.utils) update_defaults() (in module cerebras.modelzoo.common.utils.run.cli_parser) update_groups() (cerebras.pytorch.optim.scheduler.Scheduler method) update_last_value() (cerebras.pytorch.optim.scheduler.Scheduler method) update_mask() (cerebras.pytorch.sparse.DynamicSparsityAlgorithm method)

update_params() (in module cerebras.modelzoo.data_preparation.data_preprocessing.utils) (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) update_params_from_args() (in module cerebras.modelzoo.common.utils.run.cli_parser) (in module cerebras.modelzoo.data_preparation.vision.unet.create_hdf5_files) update_params_from_file() (in module cerebras.modelzoo.common.utils.run.cli_parser) update_parser() (in module cerebras.modelzoo.data_preparation.nlp.write_csv_ner) update_progress() (in module cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor) update_runconfig_debug_args_path() (in module cerebras.modelzoo.common.utils.run.utils) update_scale() (cerebras.pytorch.amp.GradScaler method) use_cs() (in module cerebras.pytorch) use_multiple_workers (cerebras.modelzoo.data.nlp.gpt.config.GptHDF5DataProcessorConfig attribute) use_speculative_optimizers (cerebras.pytorch.backends.csx.performance attribute) use_vae_encoder (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig attribute) use_vsl (cerebras.modelzoo.data.common.h5_map_dataset.dataset.HDF5DatasetConfig attribute) (cerebras.modelzoo.data.common.HDF5IterableDataset.HDF5IterableDatasetConfig attribute) (cerebras.modelzoo.data.nlp.gpt.config.GptHDF5DataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.t5.config.T5HDF5DataProcessorConfig attribute) use_worker_cache (cerebras.modelzoo.data.common.h5_map_dataset.dataset.HDF5DatasetConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig attribute) utf8len() (in module cerebras.modelzoo.data_preparation.nlp.slimpajama.utils)

V

vae_scaling_factor (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig attribute) val (cerebras.pytorch.optim.lr_scheduler.ConstantLR property) validate() (cerebras.modelzoo.common.pytorch_utils.RunConfigParamsValidator method) (cerebras.modelzoo.Trainer method) validate_all() (cerebras.modelzoo.Trainer method) validate_fields() (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig class method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig class method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig class method) validate_image_size() (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig class method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig class method) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig class method) validate_streaming_and_micro_batch_size() (in module cerebras.modelzoo.common.input_utils) validate_tokens() (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) validation_callbacks (cerebras.modelzoo.Trainer property) validation_step (cerebras.modelzoo.Trainer attribute) ValidationCallback (class in cerebras.modelzoo.trainer.callbacks) ValidationLoop (class in cerebras.modelzoo.trainer.callbacks) values() (cerebras.modelzoo.data.nlp.bert.bert_utils.Vocab method) (cerebras.modelzoo.tools.checkpoint_converters.streaming_checkpoints.ReadOnlyDict method) var_loss (cerebras.modelzoo.data.vision.diffusion.config.DiffusionBaseProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionLatentImageNet1KProcessorConfig attribute) (cerebras.modelzoo.data.vision.diffusion.config.DiffusionSyntheticDataProcessorConfig attribute)

VerificationArgs (class in cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) verify_saved_hdf5_files() (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) verify_saved_hdf5_files_mp() (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) VisionClassificationProcessor (class in cerebras.modelzoo.data.vision.classification.dataset_factory) VisionClassificationProcessorConfig (class in cerebras.modelzoo.data.vision.classification.dataset_factory) VisionSubset (class in cerebras.modelzoo.data.vision.classification.dataset_factory) visit_state() (cerebras.pytorch.optim.Optimizer method) (cerebras.pytorch.sparse.SparsityAlgorithm method) (cerebras.pytorch.sparse.utils.HyperParameterSchedule method) visit_structure() (in module cerebras.modelzoo.common.pytorch_utils) visualize_dataset() (in module cerebras.modelzoo.data.vision.segmentation.UNetDataProcessor) ViTMAELoss (class in cerebras.modelzoo.losses.ViTMAELoss) Vocab (class in cerebras.modelzoo.data.nlp.bert.bert_utils) vocab_file (cerebras.modelzoo.data.nlp.bert.BertClassifierDataProcessor.ClassifierDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertCSVDynamicMaskDataProcessor.BertCSVDynamicMaskDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertSumCSVDataProcessor.BertSumCSVDataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.bert.BertTokenClassifierDataProcessor.BertTokenClassifierDataProcessorConfig attribute) vocab_size (cerebras.modelzoo.data.nlp.gpt.config.GptHDF5DataProcessorConfig attribute) (cerebras.modelzoo.data.nlp.t5.config.T5HDF5DataProcessorConfig attribute) VQAAnswer (class in cerebras.modelzoo.data.multimodal.datasets.features) VQAFeaturesDict (class in cerebras.modelzoo.data.multimodal.datasets.features) VQAQuestion (class in cerebras.modelzoo.data.multimodal.datasets.features) vsl_pack() (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.VSLSummarizationPreprocessor method) VSLFinetuningTokenGenerator (class in cerebras.modelzoo.data_preparation.data_preprocessing.vsl_finetuning_token_generator) VSLLMDataPreprocessor (class in cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors) VSLPretrainingTokenGenerator (class in cerebras.modelzoo.data_preparation.data_preprocessing.vsl_pretraining_token_generator) VSLSummarizationPreprocessor (class in cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors)

W

WandbLogger (class in cerebras.modelzoo.trainer.extensions) WeightCompression (class in cerebras.modelzoo.trainer.callbacks) WeightDecayScheduler (class in cerebras.pytorch.optim.weight_decay_scheduler) wgt_memory_gi (cerebras.pytorch.backends.csx.debug attribute) whitespace_tokenize() (in module cerebras.modelzoo.data_preparation.utils) wikitext_detokenizer() (in module cerebras.modelzoo.data_preparation.data_preprocessing.utils) (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.utils) WordPieceTokenizer (class in cerebras.modelzoo.data_preparation.nlp.tokenizers.Tokenization) write_csv_files() (in module cerebras.modelzoo.data_preparation.nlp.write_csv_ner) write_docs() (in module cerebras.modelzoo.data_preparation.nlp.slimpajama.preprocessing.shuffle_holdout) write_hdf5_file() (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_base_preprocessor.HDF5BasePreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_curation_corpus_preprocessor.CurationCorpusPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.FIMDataPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.LlavaBasePreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.LlavaPhaseOnePreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.LlavaPhaseTwoPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.LMDataPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.SummarizationPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.VSLLMDataPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.VSLSummarizationPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_nlg_preprocessor.NLGPreprocessor method) (in module cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.convert_dataset_to_HDF5)

write_hdf5_files() (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_base_preprocessor.HDF5BasePreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_curation_corpus_preprocessor.CurationCorpusPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.FIMDataPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.LlavaBasePreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.LlavaPhaseOnePreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.LlavaPhaseTwoPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.LMDataPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.SummarizationPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.VSLLMDataPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_dataset_preprocessors.VSLSummarizationPreprocessor method) (cerebras.modelzoo.data_preparation.nlp.hdf5_preprocessing.hdf5_nlg_preprocessor.NLGPreprocessor method) write_label_map_files() (in module cerebras.modelzoo.data_preparation.nlp.bert.ner_data_processor) write_lmd_dataset() (in module cerebras.modelzoo.data_preparation.nlp.slimpajama.utils) write_remaining_prefix() (cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor.DataPreprocessor method) write_samples() (in module cerebras.modelzoo.data_preparation.nlp.slimpajama.split_dataset) writer_process() (cerebras.modelzoo.data_preparation.data_preprocessing.data_preprocessor.DataPreprocessor method) wrk_memory_gi (cerebras.pytorch.backends.csx.debug attribute)

Z

zero_grad() (cerebras.pytorch.optim.Optimizer method)

zeros() (in module cerebras.pytorch) zeros_like() (in module cerebras.pytorch)