mirror of
https://github.com/open-compass/opencompass.git
synced 2025-05-30 16:03:24 +08:00
33 lines
854 B
Python
33 lines
854 B
Python
|
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
|