OpenCompass/opencompass/datasets/svamp.py
liushz 048775192b
[Feature] Add SVAMP dataset (#604)
* Add SVAMP dataset

* Add SVAMP dataset

* Add SVAMP dataset
2023-11-22 14:54:39 +08:00

24 lines
631 B
Python

import json
from datasets import Dataset
from opencompass.registry import LOAD_DATASET
from .base import BaseDataset
@LOAD_DATASET.register_module()
class SVAMPDataset(BaseDataset):
@staticmethod
def load(path):
dataset = []
with open(path, 'r', encoding='utf-8') as f:
for line in f:
line = json.loads(line.strip())
question = line['Body'] + ' ' + line['Question']
answer = str(int(line['Answer']))
dataset.append({'question': question, 'answer': answer})
dataset = Dataset.from_list(dataset)
return dataset