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28 lines
847 B
Python
28 lines
847 B
Python
from datasets import Dataset, 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 LEvalScientificQADataset(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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split = 'test'
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raw_data = []
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for i in range(len(dataset[split])):
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instructions = dataset[split]['instructions'][i]
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outputs = dataset[split]['outputs'][i]
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context = dataset[split]['input'][i]
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for question, answer in zip(instructions, outputs):
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raw_data.append({
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'question': question,
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'context': context,
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'answer': answer
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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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