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42 lines
1.1 KiB
Python
42 lines
1.1 KiB
Python
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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 hellaswagDataset(BaseDataset):
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@staticmethod
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def load(**kwargs):
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dataset = load_dataset(**kwargs)
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def preprocess(example):
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for i in range(4):
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example[chr(ord('A') + i)] = example['endings'][i]
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return example
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dataset = dataset.map(preprocess).remove_columns(['endings'])
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return dataset
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@LOAD_DATASET.register_module()
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class hellaswagDataset_V2(BaseDataset):
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@staticmethod
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def load(**kwargs):
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dataset = load_dataset(**kwargs)
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def preprocess(example):
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for i in range(4):
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example[chr(ord('A') + i)] = example['endings'][i]
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if example['label']:
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example['label'] = 'ABCD'[int(example['label'])]
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else:
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example['label'] = 'NULL'
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return example
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dataset = dataset.map(preprocess).remove_columns(['endings'])
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return dataset
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