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 C3Dataset C3_reader_cfg = dict( input_columns=[ 'question', 'content', 'choice0', 'choice1', 'choice2', 'choice3', 'choices' ], output_column='label') C3_infer_cfg = dict( prompt_template=dict( type=PromptTemplate, template={ 0: "阅读以下内容,选择合适的选项回答: {content} 问题:{question}\n 选项: -{choice0} -{choice1} -{choice2} -{choice3} 答: [MASK]-{choice0}", 1: "阅读以下内容,选择合适的选项回答: {content} 问题:{question}\n 选项: -{choice0} -{choice1} -{choice2} -{choice3} 答: [MASK]-{choice1}", 2: "阅读以下内容,选择合适的选项回答: {content} 问题:{question}\n 选项: -{choice0} -{choice1} -{choice2} -{choice3} 答: [MASK]-{choice2}", 3: "阅读以下内容,选择合适的选项回答: {content} 问题:{question}\n 选项: -{choice0} -{choice1} -{choice2} -{choice3} 答: [MASK]-{choice3}", }), retriever=dict(type=ZeroRetriever), inferencer=dict(type=PPLInferencer)) C3_eval_cfg = dict(evaluator=dict(type=AccEvaluator)) C3_datasets = [ dict( type=C3Dataset, abbr='C3', path='./data/CLUE/C3/dev_0.json', reader_cfg=C3_reader_cfg, infer_cfg=C3_infer_cfg, eval_cfg=C3_eval_cfg) ]