35 lines
		
	
	
		
			1.0 KiB
		
	
	
	
		
			Python
		
	
	
	
	
	
		
		
			
		
	
	
			35 lines
		
	
	
		
			1.0 KiB
		
	
	
	
		
			Python
		
	
	
	
	
	
| 
								 | 
							
								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
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								RTE_reader_cfg = dict(
							 | 
						||
| 
								 | 
							
								    input_columns=['hypothesis', 'premise'],
							 | 
						||
| 
								 | 
							
								    output_column='label',
							 | 
						||
| 
								 | 
							
								    test_split='train')
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								RTE_infer_cfg = dict(
							 | 
						||
| 
								 | 
							
								    prompt_template=dict(
							 | 
						||
| 
								 | 
							
								        type=PromptTemplate,
							 | 
						||
| 
								 | 
							
								        template={
							 | 
						||
| 
								 | 
							
								            'entailment': '{premise}?entailment, {hypothesis}',
							 | 
						||
| 
								 | 
							
								            'not_entailment': '{premise}?not_entailment, {hypothesis}'
							 | 
						||
| 
								 | 
							
								        }),
							 | 
						||
| 
								 | 
							
								    retriever=dict(type=ZeroRetriever),
							 | 
						||
| 
								 | 
							
								    inferencer=dict(type=PPLInferencer))
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								RTE_eval_cfg = dict(evaluator=dict(type=AccEvaluator))
							 | 
						||
| 
								 | 
							
								
							 | 
						||
| 
								 | 
							
								RTE_datasets = [
							 | 
						||
| 
								 | 
							
								    dict(
							 | 
						||
| 
								 | 
							
								        type=HFDataset,
							 | 
						||
| 
								 | 
							
								        abbr='RTE',
							 | 
						||
| 
								 | 
							
								        path='json',
							 | 
						||
| 
								 | 
							
								        data_files='./data/SuperGLUE/RTE/val.jsonl',
							 | 
						||
| 
								 | 
							
								        split='train',
							 | 
						||
| 
								 | 
							
								        reader_cfg=RTE_reader_cfg,
							 | 
						||
| 
								 | 
							
								        infer_cfg=RTE_infer_cfg,
							 | 
						||
| 
								 | 
							
								        eval_cfg=RTE_eval_cfg)
							 | 
						||
| 
								 | 
							
								]
							 |