| 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 |
|
|
| bustm_reader_cfg = dict( |
| input_columns=['sentence1', 'sentence2'], |
| output_column='label', |
| test_split='train') |
|
|
| bustm_infer_cfg = dict( |
| prompt_template=dict( |
| type=PromptTemplate, |
| template={ |
| 0: "{sentence1}。\n{sentence2}。\n两句话说的毫不相关。", |
| 1: "{sentence1}。\n{sentence2}。\n两句话说的一个意思。" |
| }), |
| retriever=dict(type=ZeroRetriever), |
| inferencer=dict(type=PPLInferencer)) |
|
|
| bustm_eval_cfg = dict(evaluator=dict(type=AccEvaluator)) |
|
|
| bustm_datasets = [ |
| dict( |
| type=HFDataset, |
| abbr='bustm-dev', |
| path='json', |
| data_files='./data/FewCLUE/bustm/dev_few_all.json', |
| split='train', |
| reader_cfg=bustm_reader_cfg, |
| infer_cfg=bustm_infer_cfg, |
| eval_cfg=bustm_eval_cfg), |
| dict( |
| type=HFDataset, |
| abbr='bustm-test', |
| path='json', |
| data_files='./data/FewCLUE/bustm/test_public.json', |
| split='train', |
| reader_cfg=bustm_reader_cfg, |
| infer_cfg=bustm_infer_cfg, |
| eval_cfg=bustm_eval_cfg) |
| ] |
|
|
