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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 ARCDataset
ARC_c_reader_cfg = dict(
input_columns=['question', 'textA', 'textB', 'textC', 'textD'],
output_column='answerKey')
ARC_c_infer_cfg = dict(
prompt_template=dict(
type=PromptTemplate,
template={
"A": "Question: {question}\nAnswer: {textA}",
"B": "Question: {question}\nAnswer: {textB}",
"C": "Question: {question}\nAnswer: {textC}",
"D": "Question: {question}\nAnswer: {textD}"
}),
retriever=dict(type=ZeroRetriever),
inferencer=dict(type=PPLInferencer))
ARC_c_eval_cfg = dict(evaluator=dict(type=AccEvaluator))
ARC_c_datasets = [
dict(
type=ARCDataset,
abbr='ARC-c',
path='./data/ARC/ARC-c/ARC-Challenge-Dev.jsonl',
reader_cfg=ARC_c_reader_cfg,
infer_cfg=ARC_c_infer_cfg,
eval_cfg=ARC_c_eval_cfg)
]
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