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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 CHIDDataset |
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chid_reader_cfg = dict( |
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input_columns=[f'content{i}' for i in range(7)], output_column='answer') |
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chid_infer_cfg = dict( |
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prompt_template=dict( |
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type=PromptTemplate, |
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template={i: f"以下句子是否通顺?\n{{content{i}}}\n这个句子是通顺的。" |
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for i in range(7)}), |
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retriever=dict(type=ZeroRetriever), |
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inferencer=dict(type=PPLInferencer)) |
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chid_eval_cfg = dict(evaluator=dict(type=AccEvaluator)) |
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chid_datasets = [ |
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dict( |
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type=CHIDDataset, |
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path='json', |
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abbr='chid-dev', |
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data_files='./data/FewCLUE/chid/dev_few_all.json', |
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split='train', |
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reader_cfg=chid_reader_cfg, |
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infer_cfg=chid_infer_cfg, |
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eval_cfg=chid_eval_cfg), |
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dict( |
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type=CHIDDataset, |
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path='json', |
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abbr='chid-test', |
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data_files='./data/FewCLUE/chid/test_public.json', |
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split='train', |
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reader_cfg=chid_reader_cfg, |
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infer_cfg=chid_infer_cfg, |
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eval_cfg=chid_eval_cfg), |
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] |
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