OpenCompass/opencompass/datasets/summscreen.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

47 lines
1.5 KiB
Python

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 SummScreenDataset(BaseDataset):
@staticmethod
def load(path: str):
path = get_data_path(path, local_mode=True)
import json
import os
dataset_dict = DatasetDict()
split = 'dev'
dev_list = []
fd_folder = os.path.join(path, 'SummScreen_raw', 'fd')
files = os.listdir(fd_folder)
for file in files:
filename = os.path.join(fd_folder, file)
with open(filename, 'r') as f:
data = json.load(f)
summary = ''.join(data['Recap'])
content = '\n'.join(data['Transcript'])
dev_list.append({
'content': content,
'summary': summary,
})
tms_folder = os.path.join(path, 'SummScreen_raw', 'tms')
files = os.listdir(tms_folder)
for file in files:
filename = os.path.join(tms_folder, file)
with open(filename, 'r') as f:
data = json.load(f)
summary = ''.join(data['Recap'])
content = '\n'.join(data['Transcript'])
dev_list.append({
'content': content,
'summary': summary,
})
dataset_dict[split] = Dataset.from_list(dev_list)
return dataset_dict