OpenCompass/configs/datasets/SuperGLUE_RTE/SuperGLUE_RTE_ppl_50f8f6.py

35 lines
1.0 KiB
Python
Raw Normal View History

2023-07-05 09:27:28 +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
RTE_reader_cfg = dict(
input_columns=['hypothesis', 'premise'],
output_column='label',
test_split='train')
RTE_infer_cfg = dict(
prompt_template=dict(
type=PromptTemplate,
template={
'entailment': '{premise}?entailment, {hypothesis}',
'not_entailment': '{premise}?not_entailment, {hypothesis}'
}),
retriever=dict(type=ZeroRetriever),
inferencer=dict(type=PPLInferencer))
RTE_eval_cfg = dict(evaluator=dict(type=AccEvaluator))
RTE_datasets = [
dict(
type=HFDataset,
abbr='RTE',
path='json',
data_files='./data/SuperGLUE/RTE/val.jsonl',
split='train',
reader_cfg=RTE_reader_cfg,
infer_cfg=RTE_infer_cfg,
eval_cfg=RTE_eval_cfg)
]