deprecated_winogrande_gen_a9ede5.py 1.26 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 winograndeDataset_V2
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from opencompass.utils.text_postprocessors import first_option_postprocess
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winogrande_reader_cfg = dict(
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    input_columns=['opt1', 'opt2'],
    output_column='answer',
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)
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winogrande_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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                'Which of the following is a good sentence:\nA. {opt1}\nB. {opt2}\nAnswer:'
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            ),
        ]),
    ),
    retriever=dict(type=ZeroRetriever),
    inferencer=dict(type=GenInferencer),
)

winogrande_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='AB'),
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)

winogrande_datasets = [
    dict(
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        abbr='winogrande',
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        type=winograndeDataset_V2,
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        path='./data/winogrande',
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        reader_cfg=winogrande_reader_cfg,
        infer_cfg=winogrande_infer_cfg,
        eval_cfg=winogrande_eval_cfg,
    )
]