OpenCompass/opencompass/datasets/obqa.py

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2023-07-05 09:01:25 +08:00
from datasets import load_dataset
from opencompass.registry import LOAD_DATASET
from .base import BaseDataset
@LOAD_DATASET.register_module()
class OBQADataset(BaseDataset):
@staticmethod
def load(**kwargs):
dataset = load_dataset(**kwargs)
def pre_process(example):
for i in range(4):
example[chr(ord('A') + i)] = example['choices']['text'][i]
return example
dataset = dataset.map(pre_process).remove_columns(['id', 'choices'])
return dataset