2023-07-05 10:33:12 +08:00
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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 PPLInferencer
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from opencompass.openicl.icl_evaluator import AccEvaluator
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from opencompass.datasets import BoolQDataset
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BoolQ_reader_cfg = dict(
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input_columns=['question', 'passage'],
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output_column='answer',
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test_split='train')
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BoolQ_infer_cfg = dict(
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prompt_template=dict(
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type=PromptTemplate,
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template={
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2024-05-14 15:35:58 +08:00
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0: 'Passage:{passage}。\nQuestion:{question}。\nAnswer: No.',
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1: 'Passage:{passage}。\nQuestion:{question}。\nAnswer: Yes.',
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2023-07-05 10:33:12 +08:00
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}),
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retriever=dict(type=ZeroRetriever),
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inferencer=dict(type=PPLInferencer))
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BoolQ_eval_cfg = dict(evaluator=dict(type=AccEvaluator))
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BoolQ_datasets = [
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dict(
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type=BoolQDataset,
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abbr='BoolQ',
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path='json',
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data_files='./data/SuperGLUE/BoolQ/val.jsonl',
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split='train',
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reader_cfg=BoolQ_reader_cfg,
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infer_cfg=BoolQ_infer_cfg,
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eval_cfg=BoolQ_eval_cfg)
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]
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