OpenCompass/configs/datasets/winogrande/winogrande_ppl_18e5de.py

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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 winograndeDataset
winogrande_reader_cfg = dict(
input_columns=['opt1', 'opt2'],
output_column='answer',
train_split='validation',
test_split='validation')
winogrande_infer_cfg = dict(
prompt_template=dict(
type=PromptTemplate,
template={
i: dict(round=[
dict(role="HUMAN", prompt=f"Good sentence: {{opt{i+1}}}"),
])
for i in range(2)
}),
retriever=dict(type=ZeroRetriever),
inferencer=dict(type=PPLInferencer))
winogrande_eval_cfg = dict(evaluator=dict(type=AccEvaluator), )
winogrande_datasets = [
dict(
abbr='winogrande',
type=winograndeDataset,
path='winogrande',
name='winogrande_xs',
reader_cfg=winogrande_reader_cfg,
infer_cfg=winogrande_infer_cfg,
eval_cfg=winogrande_eval_cfg)
]