2023-07-04 21:34:55 +08:00
|
|
|
|
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 HFDataset
|
|
|
|
|
|
|
|
|
|
|
|
ocnli_reader_cfg = dict(
|
|
|
|
|
|
input_columns=['sentence1', 'sentence2'], output_column='label')
|
|
|
|
|
|
|
|
|
|
|
|
# TODO: two prompt templates for ocnli
|
|
|
|
|
|
ocnli_infer_cfg = dict(
|
|
|
|
|
|
prompt_template=dict(
|
|
|
|
|
|
type=PromptTemplate,
|
|
|
|
|
|
template={
|
|
|
|
|
|
'contradiction':
|
|
|
|
|
|
dict(round=[
|
|
|
|
|
|
dict(
|
2024-05-14 15:35:58 +08:00
|
|
|
|
role='HUMAN',
|
|
|
|
|
|
prompt='阅读文章：{sentence1}\n根据上文，回答如下问题：{sentence2}？'),
|
|
|
|
|
|
dict(role='BOT', prompt='错')
|
2023-07-04 21:34:55 +08:00
|
|
|
|
]),
|
|
|
|
|
|
'entailment':
|
|
|
|
|
|
dict(round=[
|
|
|
|
|
|
dict(
|
2024-05-14 15:35:58 +08:00
|
|
|
|
role='HUMAN',
|
|
|
|
|
|
prompt='阅读文章：{sentence1}\n根据上文，回答如下问题：{sentence2}？'),
|
|
|
|
|
|
dict(role='BOT', prompt='对')
|
2023-07-04 21:34:55 +08:00
|
|
|
|
]),
|
|
|
|
|
|
'neutral':
|
|
|
|
|
|
dict(round=[
|
|
|
|
|
|
dict(
|
2024-05-14 15:35:58 +08:00
|
|
|
|
role='HUMAN', prompt='如果{sentence1}为真，那么{sentence2}也为真吗？'),
|
|
|
|
|
|
dict(role='BOT', prompt='可能')
|
2023-07-04 21:34:55 +08:00
|
|
|
|
]),
|
|
|
|
|
|
}),
|
|
|
|
|
|
retriever=dict(type=ZeroRetriever),
|
|
|
|
|
|
inferencer=dict(type=PPLInferencer))
|
|
|
|
|
|
|
|
|
|
|
|
ocnli_eval_cfg = dict(evaluator=dict(type=AccEvaluator), )
|
|
|
|
|
|
|
|
|
|
|
|
ocnli_datasets = [
|
|
|
|
|
|
dict(
|
|
|
|
|
|
type=HFDataset,
|
|
|
|
|
|
abbr='ocnli',
|
|
|
|
|
|
path='json',
|
|
|
|
|
|
split='train',
|
|
|
|
|
|
data_files='./data/CLUE/OCNLI/dev.json',
|
|
|
|
|
|
reader_cfg=ocnli_reader_cfg,
|
|
|
|
|
|
infer_cfg=ocnli_infer_cfg,
|
|
|
|
|
|
eval_cfg=ocnli_eval_cfg)
|
|
|
|
|
|
]
|
