OpenCompass/opencompass/datasets/longbench/longbench_hotpot_qa.py
philipwangOvO 655a807f4b
[Dataset] LongBench (#236)
Co-authored-by: wangchonghua <wangchonghua@pjlab.org.cn>
2023-08-21 14:15:20 +08:00

27 lines
754 B
Python

from datasets import Dataset, load_dataset
from opencompass.registry import LOAD_DATASET
from ..base import BaseDataset
@LOAD_DATASET.register_module()
class LongBenchhotpotqaDataset(BaseDataset):
@staticmethod
def load(**kwargs):
dataset = load_dataset(**kwargs)
split = 'test'
raw_data = []
for i in range(len(dataset[split])):
question = dataset[split]['input'][i]
context = dataset[split]['context'][i]
answers = dataset[split]['answers'][i]
raw_data.append({
'input': question,
'context': context,
'answers': answers
})
dataset[split] = Dataset.from_list(raw_data)
return dataset