|
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 |
|
|
