OpenCompass/configs/datasets/SuperGLUE_BoolQ/SuperGLUE_BoolQ_ppl_c040f6.py
2023-07-05 03:15:31 +00:00

35 lines
1.1 KiB
Python

from opencompass.openicl.icl_prompt_template import PromptTemplate
from opencompass.openicl.icl_retriever import ZeroRetriever
from opencompass.openicl.icl_inferencer import PPLInferencer
from opencompass.openicl.icl_evaluator import AccEvaluator
from opencompass.datasets import BoolQDataset
BoolQ_reader_cfg = dict(
input_columns=['question', 'passage'],
output_column='answer',
test_split='train')
BoolQ_infer_cfg = dict(
prompt_template=dict(
type=PromptTemplate,
template={
0: "Passage:{passage}\nQuestion:{question}\nAnswer: No.",
1: "Passage:{passage}\nQuestion:{question}\nAnswer: Yes.",
}),
retriever=dict(type=ZeroRetriever),
inferencer=dict(type=PPLInferencer))
BoolQ_eval_cfg = dict(evaluator=dict(type=AccEvaluator))
BoolQ_datasets = [
dict(
type=BoolQDataset,
abbr='BoolQ',
path='json',
data_files='./data/SuperGLUE/BoolQ/val.jsonl',
split='train',
reader_cfg=BoolQ_reader_cfg,
infer_cfg=BoolQ_infer_cfg,
eval_cfg=BoolQ_eval_cfg)
]