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35 lines
1.1 KiB
Python
35 lines
1.1 KiB
Python
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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 HFDataset
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siqa_reader_cfg = dict(
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input_columns=['context', 'question', 'answerA', 'answerB', 'answerC'],
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output_column='label',
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test_split='validation')
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siqa_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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1: '{context} \nQ: {question}\nA: {answerA}',
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2: '{context} \nQ: {question}\nA: {answerB}',
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3: '{context} \nQ: {question}\nA: {answerC}',
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}),
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retriever=dict(type=ZeroRetriever),
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inferencer=dict(type=PPLInferencer))
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siqa_eval_cfg = dict(evaluator=dict(type=AccEvaluator))
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siqa_datasets = [
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dict(
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abbr="siqa",
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type=HFDataset,
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path='social_i_qa',
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name='social_i_qa',
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reader_cfg=siqa_reader_cfg,
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infer_cfg=siqa_infer_cfg,
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eval_cfg=siqa_eval_cfg)
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]
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