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from datasets import Dataset
from opencompass.registry import LOAD_DATASET
from .subjective_cmp import SubjectiveCmpDataset
@LOAD_DATASET.register_module()
class CompassArenaDataset(SubjectiveCmpDataset):
def load(
self,
path: str,
name: str,
):
dataset = list(super().load(path, name))
creation_dataset = []
for data in dataset:
if 'reference' in data['others']:
if data['others']['reference'] is not None:
data['ref'] = data['others']['reference']
else:
data['ref'] = '满足用户需求，言之有理即可'
else:
data['ref'] = '满足用户需求，言之有理即可'
creation_dataset.append(data)
dataset = Dataset.from_list(creation_dataset)
return dataset
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