OpenCompass/opencompass/datasets/siqa.py

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2023-07-04 22:11:33 +08:00
from datasets import load_dataset
from opencompass.registry import LOAD_DATASET
from .base import BaseDataset
@LOAD_DATASET.register_module()
class siqaDataset_V2(BaseDataset):
@staticmethod
def load(**kwargs):
dataset = load_dataset(**kwargs)
def preprocess(example):
example['label'] = ' ABC'[int(example['label'])]
return example
dataset = dataset.map(preprocess)
return dataset