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689ffe5b63
* update commonsenseqa * update drop * update flores_first100 * update gsm8k * update humaneval * update lambda * update obqa * update piqa * update race * update siqa * update story_cloze * update strategyqa * update tydiqa * update winogrande * update doc * update hellaswag * fix obqa * update collections * update .zip name
59 lines
1.8 KiB
Python
59 lines
1.8 KiB
Python
import json
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import os
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from datasets import 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 winograndeDataset(BaseDataset):
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"""Disconnect from Huggingface, winograndeDataset."""
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@staticmethod
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def load(path):
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path = os.path.join(path, 'dev.jsonl')
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dataset_list = []
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with open(path, 'r', encoding='utf-8') as f:
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for line in f:
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line = json.loads(line)
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prompt = line['sentence']
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dataset_list.append({
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'opt1':
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prompt.replace('_', line['option1']),
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'opt2':
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prompt.replace('_', line['option2']),
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'answer':
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line['answer']
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})
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dataset_list = Dataset.from_list(dataset_list)
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return dataset_list
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@LOAD_DATASET.register_module()
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class winograndeDataset_V2(BaseDataset):
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"""Disconnect from Huggingface, winograndeDataset_V2."""
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@staticmethod
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def load(path):
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path = os.path.join(path, 'dev.jsonl')
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dataset_list = []
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with open(path, 'r', encoding='utf-8') as f:
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for line in f:
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line = json.loads(line)
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prompt = line['sentence']
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answer = line['answer']
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answer = ' AB'[int(answer)] if answer != '' else 'NULL'
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dataset_list.append({
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'opt1':
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prompt.replace('_', line['option1']),
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'opt2':
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prompt.replace('_', line['option2']),
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'answer':
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answer
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})
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dataset_list = Dataset.from_list(dataset_list)
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return dataset_list
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