FewCLUE_chid_gen_0a29a2.py 1.61 KB
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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 GenInferencer
from opencompass.openicl.icl_evaluator import AccEvaluator
from opencompass.datasets import CHIDDataset_V2
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from opencompass.utils.text_postprocessors import first_capital_postprocess
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chid_reader_cfg = dict(
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    input_columns=['content','A','B','C','D','E','F','G'],
    output_column='answer',
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)

chid_infer_cfg = dict(
    prompt_template=dict(
        type=PromptTemplate,
        template=dict(
            round=[
                dict(
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                    role='HUMAN',
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                    prompt=
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                    '{content}\n请选择______处所填的词\nA. {A}\nB. {B}\nC. {C}\nD. {D}\nE. {E}\nF. {F}\nG. {G}\n请从”A“,”B“,”C“,”D“,”E“,”F“,”G“中进行选择。答:',
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                ),
            ])),
    retriever=dict(type=ZeroRetriever),
    inferencer=dict(type=GenInferencer),
)

chid_eval_cfg = dict(
    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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)

chid_datasets = [
    dict(
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        abbr='chid-dev',
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        type=CHIDDataset_V2,
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        path='./data/FewCLUE/chid/dev_few_all.json',
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        reader_cfg=chid_reader_cfg,
        infer_cfg=chid_infer_cfg,
        eval_cfg=chid_eval_cfg,
    ),
    dict(
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        abbr='chid-test',
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        type=CHIDDataset_V2,
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        path='./data/FewCLUE/chid/test_public.json',
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        reader_cfg=chid_reader_cfg,
        infer_cfg=chid_infer_cfg,
        eval_cfg=chid_eval_cfg,
    ),
]