mirror of
https://github.com/open-compass/opencompass.git
synced 2025-05-30 16:03:24 +08:00
59 lines
1.6 KiB
Python
59 lines
1.6 KiB
Python
|
from datasets import Dataset, load_dataset
|
||
|
|
|
||
|
|
from opencompass.registry import LOAD_DATASET, TEXT_POSTPROCESSORS
|
||
|
|
|
||
|
|
from .base import BaseDataset
|
||
|
|
|
||
|
|
|
||
|
|
@TEXT_POSTPROCESSORS.register_module('gsm100_dataset')
|
||
|
|
def gsm100_dataset_postprocess(text: str) -> str:
|
||
|
|
return text.replace(',', '')
|
||
|
|
|
||
|
|
|
||
|
|
@TEXT_POSTPROCESSORS.register_module('gsm100')
|
||
|
|
def gsm100_postprocess(text: str) -> str:
|
||
|
|
# text = text.split('\n\n')[0]
|
||
|
|
segs = text.split('The answer is')
|
||
|
|
if len(segs) < 2:
|
||
|
|
return ''
|
||
|
|
text = segs[1]
|
||
|
|
text = text.split(' ')
|
||
|
|
flag = False
|
||
|
|
ret = ''
|
||
|
|
for i in range(len(text)):
|
||
|
|
s = text[i]
|
||
|
|
for i in range(len(s)):
|
||
|
|
if s[i].isdigit():
|
||
|
|
flag = True
|
||
|
|
ret = s
|
||
|
|
break
|
||
|
|
if flag:
|
||
|
|
break
|
||
|
|
ret1 = ''
|
||
|
|
for i in range(len(ret)):
|
||
|
|
if ret[i].isdigit():
|
||
|
|
ret1 += ret[i]
|
||
|
|
return ret1
|
||
|
|
|
||
|
|
|
||
|
|
@LOAD_DATASET.register_module()
|
||
|
|
class LEvalGSM100Dataset(BaseDataset):
|
||
|
|
|
||
|
|
@staticmethod
|
||
|
|
def load(**kwargs):
|
||
|
|
dataset = load_dataset(**kwargs)
|
||
|
|
split = 'test'
|
||
|
|
raw_data = []
|
||
|
|
for i in range(len(dataset[split])):
|
||
|
|
instructions = dataset[split]['instructions'][i]
|
||
|
|
outputs = dataset[split]['outputs'][i]
|
||
|
|
context = dataset[split]['input'][i]
|
||
|
|
for question, answer in zip(instructions, outputs):
|
||
|
|
raw_data.append({
|
||
|
|
'question': question,
|
||
|
|
'context': context,
|
||
|
|
'answer': answer
|
||
|
|
})
|
||
|
|
dataset[split] = Dataset.from_list(raw_data)
|
||
|
|
return dataset
|