ARC_e_gen_1e0de5.py 1.3 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 ARCDataset
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from opencompass.utils.text_postprocessors import first_option_postprocess
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ARC_e_reader_cfg = dict(
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    input_columns=['question', 'textA', 'textB', 'textC', 'textD'],
    output_column='answerKey')
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ARC_e_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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                    'Question: {question}\nA. {textA}\nB. {textB}\nC. {textC}\nD. {textD}\nAnswer:'
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                )
            ], ),
    ),
    retriever=dict(type=ZeroRetriever),
    inferencer=dict(type=GenInferencer),
)

ARC_e_eval_cfg = dict(
    evaluator=dict(type=AccEvaluator),
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    pred_role='BOT',
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    pred_postprocessor=dict(type=first_option_postprocess, options='ABCD'),
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)

ARC_e_datasets = [
    dict(
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        abbr='ARC-e',
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        type=ARCDataset,
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        path='./data/ARC/ARC-e/ARC-Easy-Dev.jsonl',
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        reader_cfg=ARC_e_reader_cfg,
        infer_cfg=ARC_e_infer_cfg,
        eval_cfg=ARC_e_eval_cfg,
    )
]