| 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 CslDataset | |
| csl_reader_cfg = dict( | |
| input_columns=["abst", "keywords"], output_column='label') | |
| csl_infer_cfg = dict( | |
| prompt_template=dict( | |
| type=PromptTemplate, | |
| template={ | |
| 0: "摘要：{abst}", | |
| 1: "摘要：{abst}\n关键词：{keywords}" | |
| }), | |
| retriever=dict(type=ZeroRetriever), | |
| inferencer=dict(type=PPLInferencer)) | |
| csl_eval_cfg = dict(evaluator=dict(type=AccEvaluator)) | |
| csl_datasets = [ | |
| dict( | |
| type=CslDataset, | |
| path='json', | |
| abbr='csl_dev', | |
| data_files='./data/FewCLUE/csl/dev_few_all.json', | |
| split='train', | |
| reader_cfg=csl_reader_cfg, | |
| infer_cfg=csl_infer_cfg, | |
| eval_cfg=csl_eval_cfg), | |
| dict( | |
| type=CslDataset, | |
| path='json', | |
| abbr='csl_test', | |
| data_files='./data/FewCLUE/csl/test_public.json', | |
| split='train', | |
| reader_cfg=csl_reader_cfg, | |
| infer_cfg=csl_infer_cfg, | |
| eval_cfg=csl_eval_cfg) | |
| ] | |