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35 lines
1.0 KiB
Python
35 lines
1.0 KiB
Python
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 HLEDataset(BaseDataset):
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@staticmethod
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def load(path: str, category: str):
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dataset = load_dataset(path)
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ds = dataset['test'].filter(lambda x: x['image'] == '')
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if category:
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ds = ds.filter(lambda x: x['category'] == category)
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ds = ds.rename_column('question', 'problem')
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dataset['train'] = ds
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dataset['test'] = ds
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return dataset
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@LOAD_DATASET.register_module()
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class HLEDataset_Bio_Med(BaseDataset):
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@staticmethod
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def load(path: str):
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dataset = load_dataset(path)
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dataset['test'] = dataset['test'].filter(lambda x: x['image'] == '')
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dataset['test'] = dataset['test'].filter(
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lambda x: x['category'] == 'Biology/Medicine')
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dataset['test'] = dataset['test'].rename_column('question', 'problem')
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dataset['train'] = dataset['test']
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return dataset
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