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68ca48496b
* fix pip version * fix pip version * reorganize subjective eval * reorg sub * reorg subeval * reorg subeval * update subjective doc * reorg subeval * reorg subeval
36 lines
1.1 KiB
Python
36 lines
1.1 KiB
Python
import json
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import os.path as osp
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from datasets import Dataset, DatasetDict
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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 ArenaHardDataset(BaseDataset):
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def load(self, path: str, name: str, *args, **kwargs):
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filename = osp.join(path, f'{name}.jsonl')
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dataset = DatasetDict()
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raw_data = []
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with open(filename, 'r', encoding='utf-8') as file:
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for line in file:
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problem = json.loads(line)
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question_id = problem['question_id']
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cluster = problem['cluster']
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question = problem['turns'][0][
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'content'] # only one turn in arena_hard
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raw_data.append({
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'question': question,
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'capability': cluster,
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'judge': {
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'capability': cluster,
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'question': question,
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'question_id': question_id
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}
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})
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dataset = Dataset.from_list(raw_data)
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return dataset
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