OpenCompass/opencompass/datasets/wnli.py

27 lines
560 B
Python
Raw Normal View History

from datasets import load_dataset
from opencompass.registry import LOAD_DATASET
from .base import BaseDataset
@LOAD_DATASET.register_module()
class wnliDataset(BaseDataset):
@staticmethod
def load(**kwargs):
dataset = load_dataset(**kwargs)
# dataset = dataset['validation']
gt_dict = {
1: 'A',
0: 'B',
-1: -1,
}
def preprocess(example):
example['label_option'] = gt_dict[example['label']]
return example
return dataset.map(preprocess)