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26 lines
693 B
Python
26 lines
693 B
Python
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import re
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from datasets import load_dataset
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from opencompass.registry import LOAD_DATASET
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from .base import BaseDataset
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@LOAD_DATASET.register_module()
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class CValuesDataset(BaseDataset):
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@staticmethod
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def load(path):
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dataset = load_dataset('json', data_files=path)
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def preprocess(example):
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example['prompt'] = re.sub('回复1', '回复A', example['prompt'])
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example['prompt'] = re.sub('回复2', '回复B', example['prompt'])
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example['label'] = re.sub('回复1', 'A', example['label'])
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example['label'] = re.sub('回复2', 'B', example['label'])
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return example
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return dataset.map(preprocess)
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