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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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ocnli_reader_cfg = dict( |
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input_columns=['sentence1', 'sentence2'], output_column='label') |
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ocnli_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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'contradiction': |
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'阅读文章：{sentence1}\n根据上文，回答如下问题： {sentence2}？\n答：错', |
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'entailment': '阅读文章：{sentence1}\n根据上文，回答如下问题： {sentence2}？\n答：对', |
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'neutral': '如果{sentence1}为真，那么{sentence2}也为真吗?可能' |
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}), |
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retriever=dict(type=ZeroRetriever), |
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inferencer=dict(type=PPLInferencer)) |
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ocnli_eval_cfg = dict(evaluator=dict(type=AccEvaluator), ) |
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ocnli_datasets = [ |
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dict( |
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type=HFDataset, |
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abbr='ocnli', |
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path='json', |
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split='train', |
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data_files='./data/CLUE/OCNLI/dev.json', |
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reader_cfg=ocnli_reader_cfg, |
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infer_cfg=ocnli_infer_cfg, |
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eval_cfg=ocnli_eval_cfg) |
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] |
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