OpenCompass/configs/datasets/winograd/winograd_ppl_b6c7ed.py

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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 winogradDataset
winograd_reader_cfg = dict(
input_columns=['prompt', 'pronoun', 'opt1', 'opt2'],
output_column='label',
train_split='test',
test_split='test')
winograd_infer_cfg = dict(
prompt_template=dict(
type=PromptTemplate,
template={
i: dict(round=[
dict(
role="HUMAN",
prompt=
f"{{prompt}} Q: In the previous text, what does '{{pronoun}}' refer to? A: {{opt{i+1}}}"
), # noqa
])
for i in range(2)
}),
retriever=dict(type=ZeroRetriever),
inferencer=dict(type=PPLInferencer))
winograd_eval_cfg = dict(evaluator=dict(type=AccEvaluator), )
winograd_datasets = [
dict(
abbr='winograd',
type=winogradDataset,
path='winograd_wsc',
name='wsc285',
reader_cfg=winograd_reader_cfg,
infer_cfg=winograd_infer_cfg,
eval_cfg=winograd_eval_cfg)
]