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https://github.com/open-compass/opencompass.git
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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
54 lines
1.8 KiB
Python
54 lines
1.8 KiB
Python
import os
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import re
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from datasets import Dataset, DatasetDict
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from opencompass.registry import LOAD_DATASET, TEXT_POSTPROCESSORS
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from .base import BaseDataset
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@LOAD_DATASET.register_module()
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class FloresFirst100Dataset(BaseDataset):
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@staticmethod
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def load_single(src_path, tgt_path, src_lang, tgt_lang):
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with open(src_path, 'r', encoding='utf-8') as f:
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src_lines = f.readlines()
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with open(tgt_path, 'r', encoding='utf-8') as f:
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tgt_lines = f.readlines()
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assert len(src_lines) == len(tgt_lines)
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dataset_list = [{
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f'sentence_{src_lang}': src_lines[i].strip(),
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f'sentence_{tgt_lang}': tgt_lines[i].strip(),
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} for i in range(len(src_lines))]
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return Dataset.from_list(dataset_list)
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@staticmethod
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def load(path, name):
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src_lang, tgt_lang = name.split('-')
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dev_dataset = FloresFirst100Dataset.load_single(
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os.path.join(path, 'dev', f'{src_lang}.dev'),
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os.path.join(path, 'dev', f'{tgt_lang}.dev'), src_lang, tgt_lang)
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devtest_dataset = FloresFirst100Dataset.load_single(
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os.path.join(path, 'devtest', f'{src_lang}.devtest'),
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os.path.join(path, 'devtest', f'{tgt_lang}.devtest'), src_lang,
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tgt_lang)
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return DatasetDict({'dev': dev_dataset, 'devtest': devtest_dataset})
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@TEXT_POSTPROCESSORS.register_module('flores')
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def flores_postprocess(text: str) -> str:
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text = text.strip().split('\n')[0]
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return text
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@TEXT_POSTPROCESSORS.register_module('flores-chinese')
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def flores_postprocess_chinese(text: str) -> str:
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import jieba
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truncated_text = text.strip().split('\n')[0]
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cleaned_text = re.sub(r'\s+', ' ', truncated_text).strip()
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cleaned_text = ' '.join(jieba.cut(cleaned_text))
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return cleaned_text
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