| 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 HFDataset | |
| eprstmt_reader_cfg = dict( | |
| input_columns=['sentence'], output_column='label', test_split='train') | |
| eprstmt_infer_cfg = dict( | |
| prompt_template=dict( | |
| type=PromptTemplate, | |
| template={ | |
| 'Negative': ' 内容： "{sentence}"。情绪分类：消极。', | |
| 'Positive': ' 内容： "{sentence}"。情绪分类：积极。', | |
| }), | |
| retriever=dict(type=ZeroRetriever), | |
| inferencer=dict(type=PPLInferencer)) | |
| eprstmt_eval_cfg = dict(evaluator=dict(type=AccEvaluator)) | |
| eprstmt_datasets = [ | |
| dict( | |
| type=HFDataset, | |
| abbr='eprstmt-dev', | |
| path='json', | |
| data_files='./data/FewCLUE/eprstmt/dev_few_all.json', | |
| split='train', | |
| reader_cfg=eprstmt_reader_cfg, | |
| infer_cfg=eprstmt_infer_cfg, | |
| eval_cfg=eprstmt_eval_cfg), | |
| dict( | |
| type=HFDataset, | |
| abbr='eprstmt-test', | |
| path='json', | |
| data_files='./data/FewCLUE/eprstmt/test_public.json', | |
| split='train', | |
| reader_cfg=eprstmt_reader_cfg, | |
| infer_cfg=eprstmt_infer_cfg, | |
| eval_cfg=eprstmt_eval_cfg) | |
| ] | |