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from datasets import Dataset, load_dataset
from opencompass.registry import LOAD_DATASET
from ..base import BaseDataset
@LOAD_DATASET.register_module()
class LVEvallooglemirDataset(BaseDataset):
@staticmethod
def load(**kwargs):
dataset = load_dataset(**kwargs)
split = 'test'
raw_data = []
for i in range(len(dataset[split])):
question = dataset[split]['input'][i]
context = dataset[split]['context'][i]
answers = dataset[split]['answers'][i]
answer_keywords = dataset[split]['answer_keywords'][i]
answers_with_ak = answers + [answer_keywords]
raw_data.append({
'input': question,
'context': context,
'answers': answers_with_ak,
'answer_keywords': answer_keywords,
})
dataset[split] = Dataset.from_list(raw_data)
return dataset
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