2023-07-04 21:34:55 +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 HFDataset
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summedits_reader_cfg = dict(
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input_columns=['doc', 'summary'],
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output_column='label',
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test_split='train')
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summedits_prompt = """
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Given the document below, you have to determine if "Yes" or "No", the summary is factually consistent with the document.
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Document:
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{doc}
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Summary:
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{summary}
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Is the summary factually consistent with the document?
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"""
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summedits_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: f'{summedits_prompt}Answer: No.',
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1: f'{summedits_prompt}Answer: Yes.'
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2023-07-04 21:34:55 +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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summedits_eval_cfg = dict(evaluator=dict(type=AccEvaluator))
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summedits_datasets = [
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dict(
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type=HFDataset,
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abbr='summedits',
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path='json',
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split='train',
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data_files='./data/summedits/summedits.jsonl',
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reader_cfg=summedits_reader_cfg,
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infer_cfg=summedits_infer_cfg,
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eval_cfg=summedits_eval_cfg)
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]
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