| from opencompass.openicl.icl_prompt_template import PromptTemplate | |
| from opencompass.openicl.icl_retriever import ZeroRetriever | |
| from opencompass.openicl.icl_inferencer import PPLInferencer | |
| from opencompass.openicl.icl_evaluator import AccEvaluator | |
| from opencompass.datasets import TNewsDataset | |
| tnews_reader_cfg = dict(input_columns='sentence', output_column='label_desc2') | |
| tnews_labels = [ | |
| '农业新闻', '旅游新闻', '游戏新闻', '科技类别公司新闻', '体育类别新闻', '初升高教育新闻', '娱乐圈新闻', '投资资讯', | |
| '军事类别常识', '车辆新闻', '楼市新闻', '环球不含中国类别新闻', '书籍文化历史类别新闻', '故事类别新闻', '股票市场类别新闻' | |
| ] | |
| tnews_infer_cfg = dict( | |
| prompt_template=dict( | |
| type=PromptTemplate, | |
| template={lb: f'{{sentence}}这篇新闻属于：{lb}' | |
| for lb in tnews_labels}), | |
| retriever=dict(type=ZeroRetriever), | |
| inferencer=dict(type=PPLInferencer)) | |
| tnews_eval_cfg = dict(evaluator=dict(type=AccEvaluator)) | |
| tnews_datasets = [ | |
| dict( | |
| type=TNewsDataset, | |
| path='json', | |
| abbr='tnews-dev', | |
| data_files='./data/FewCLUE/tnews/dev_few_all.json', | |
| split='train', | |
| reader_cfg=tnews_reader_cfg, | |
| infer_cfg=tnews_infer_cfg, | |
| eval_cfg=tnews_eval_cfg), | |
| dict( | |
| type=TNewsDataset, | |
| path='json', | |
| abbr='tnews-test', | |
| data_files='./data/FewCLUE/tnews/test_public.json', | |
| split='train', | |
| reader_cfg=tnews_reader_cfg, | |
| infer_cfg=tnews_infer_cfg, | |
| eval_cfg=tnews_eval_cfg) | |
| ] | |