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llmcompressor.transformers.finetune.data.c4

Classes:

  • C4Dataset –

    Child text generation class for the C4 dataset

C4Dataset 

C4Dataset(
    dataset_args: DatasetArguments,
    split: str,
    processor: Processor,
)

Bases: TextGenerationDataset

Child text generation class for the C4 dataset

Parameters:

  • dataset_args

    (DatasetArguments) –

    configuration settings for dataset loading

  • split

    (str) –

    split from dataset to load, for instance test or train[:5%]

  • processor

    (Processor) –

    processor or tokenizer to use on dataset

Source code in llmcompressor/transformers/finetune/data/c4.py 
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def __init__(
    self, dataset_args: "DatasetArguments", split: str, processor: Processor
):
    dataset_args = deepcopy(dataset_args)
    dataset_args.dataset = "allenai/c4"
    dataset_args.text_column = "text"

    super().__init__(dataset_args=dataset_args, split=split, processor=processor)