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from opencompass.openicl.icl_prompt_template import PromptTemplate |
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from opencompass.openicl.icl_retriever import ZeroRetriever |
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from opencompass.openicl.icl_inferencer import GenInferencer |
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from opencompass.openicl.icl_evaluator import AccEvaluator |
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from opencompass.datasets import C3Dataset_V2 |
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from opencompass.utils.text_postprocessors import first_capital_postprocess |
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C3_reader_cfg = dict( |
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input_columns=[ |
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"question", |
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"content", |
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"choice0", |
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"choice1", |
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"choice2", |
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"choice3", |
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"choices", |
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], |
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output_column="label", |
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) |
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C3_infer_cfg = dict( |
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prompt_template=dict( |
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type=PromptTemplate, |
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template=dict(round=[ |
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dict( |
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role="HUMAN", |
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prompt= |
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"{content}\n问:{question}\nA. {choice0}\nB. {choice1}\nC. {choice2}\nD. {choice3}\n请从“A”,“B”,“C”,“D”中进行选择。\n答:", |
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), |
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]), |
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), |
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retriever=dict(type=ZeroRetriever), |
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inferencer=dict(type=GenInferencer), |
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) |
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C3_eval_cfg = dict( |
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evaluator=dict(type=AccEvaluator), |
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pred_role="BOT", |
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pred_postprocessor=dict(type=first_capital_postprocess), |
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) |
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C3_datasets = [ |
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dict( |
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abbr="C3", |
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type=C3Dataset_V2, |
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path="./data/CLUE/C3/dev_0.json", |
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reader_cfg=C3_reader_cfg, |
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infer_cfg=C3_infer_cfg, |
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eval_cfg=C3_eval_cfg, |
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) |
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] |
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