OpenCompass/opencompass/datasets/afqmcd.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
1023 B
Python

import json
from os import environ
from datasets import Dataset
from opencompass.registry import LOAD_DATASET
from opencompass.utils.datasets import get_data_path
from .base import BaseDataset
@LOAD_DATASET.register_module()
class AFQMCDatasetV2(BaseDataset):
@staticmethod
def load(path, local_mode=False):
path = get_data_path(path, local_mode=local_mode)
if environ.get('DATASET_SOURCE') == 'ModelScope':
from modelscope import MsDataset
ms_dataset = MsDataset.load(path, split='dev')
data = []
for line in ms_dataset:
row = line
row['label'] = 'AB'[int(line['label'])]
data.append(line)
else:
data = []
with open(path, 'r', encoding='utf-8') as f:
for line in f:
line = json.loads(line)
line['label'] = 'AB'[int(line['label'])]
data.append(line)
return Dataset.from_list(data)