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import re
from datasets import Dataset
from opencompass.registry import LOAD_DATASET
from ..base import BaseDataset
from .utils import iter_jsonl
@LOAD_DATASET.register_module()
class InfiniteBenchmathfindDataset(BaseDataset):
@staticmethod
def load(path: str):
dataset = list(iter_jsonl(path))
raw_data = []
for item in dataset:
context = item['context']
answer = item['answer']
find_result = re.findall(r'The .+ of', item['input'])
target_number = find_result[0].lower()[:-3]
prefix = f'What is {target_number} in the following list?'
raw_data.append({
'prefix': prefix,
'context': context,
'answer': answer
})
dataset = Dataset.from_list(raw_data)
return dataset
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