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32 lines
989 B
Python
32 lines
989 B
Python
from datasets import Dataset, load_dataset
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from opencompass.registry import LOAD_DATASET
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from opencompass.utils import get_data_path
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from ..base import BaseDataset
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@LOAD_DATASET.register_module()
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class LongBench2wikimqaDataset(BaseDataset):
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@staticmethod
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def load(path: str, name: str):
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path = get_data_path(path)
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dataset = load_dataset(path=path,
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name=name,
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data_dir=path,
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trust_remote_code=True)
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split = 'test'
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raw_data = []
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for i in range(len(dataset[split])):
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question = dataset[split]['input'][i]
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context = dataset[split]['context'][i]
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answers = dataset[split]['answers'][i]
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raw_data.append({
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'input': question,
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'context': context,
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'answers': answers
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})
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dataset[split] = Dataset.from_list(raw_data)
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return dataset
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