OpenCompass/opencompass/datasets/cmb.py
Xingjun.Wang edab1c07ba
[Feature] Support ModelScope datasets (#1289)
* add ceval, gsm8k modelscope surpport

* update race, mmlu, arc, cmmlu, commonsenseqa, humaneval and unittest

* update bbh, flores, obqa, siqa, storycloze, summedits, winogrande, xsum datasets

* format file

* format file

* update dataset format

* support ms_dataset

* udpate dataset for modelscope support

* merge myl_dev and update test_ms_dataset

* udpate dataset for modelscope support

* update readme

* update eval_api_zhipu_v2

* remove unused code

* add get_data_path function

* update readme

* remove tydiqa japanese subset

* add ceval, gsm8k modelscope surpport

* update race, mmlu, arc, cmmlu, commonsenseqa, humaneval and unittest

* update bbh, flores, obqa, siqa, storycloze, summedits, winogrande, xsum datasets

* format file

* format file

* update dataset format

* support ms_dataset

* udpate dataset for modelscope support

* merge myl_dev and update test_ms_dataset

* update readme

* udpate dataset for modelscope support

* update eval_api_zhipu_v2

* remove unused code

* add get_data_path function

* remove tydiqa japanese subset

* update util

* remove .DS_Store

* fix md format

* move util into package

* update docs/get_started.md

* restore eval_api_zhipu_v2.py, add environment setting

* Update dataset

* Update

* Update

* Update

* Update

---------

Co-authored-by: Yun lin <yunlin@U-Q9X2K4QV-1904.local>
Co-authored-by: Yunnglin <mao.looper@qq.com>
Co-authored-by: Yun lin <yunlin@laptop.local>
Co-authored-by: Yunnglin <maoyl@smail.nju.edu.cn>
Co-authored-by: zhangsongyang <zhangsongyang@pjlab.org.cn>
2024-07-29 13:48:32 +08:00

34 lines
1.1 KiB
Python

import json
import os.path as osp
from datasets import Dataset, DatasetDict
from opencompass.registry import LOAD_DATASET
from opencompass.utils import get_data_path
from .base import BaseDataset
@LOAD_DATASET.register_module()
class CMBDataset(BaseDataset):
@staticmethod
def load(path: str):
path = get_data_path(path, local_mode=True)
with open(osp.join(path, 'val.json'), 'r', encoding='utf-8') as f:
val_data = json.load(f)
for d in val_data:
d['option_str'] = '\n'.join(
[f'{k}. {v}' for k, v in d['option'].items() if len(v) > 1])
val_dataset = Dataset.from_list(val_data)
with open(osp.join(path, 'test.json'), 'r', encoding='utf-8') as f:
test_data = json.load(f)
for d in test_data:
d['option_str'] = '\n'.join(
[f'{k}. {v}' for k, v in d['option'].items() if len(v) > 1])
d['answer'] = 'NULL'
test_dataset = Dataset.from_list(test_data)
return DatasetDict({'val': val_dataset, 'test': test_dataset})