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164 changes: 164 additions & 0 deletions
164
opencompass/configs/datasets/livecodebench/livecodebench_gen_a4f90b.py
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,164 @@ | ||
| from opencompass.openicl.icl_prompt_template import PromptTemplate | ||
| from opencompass.openicl.icl_retriever import ZeroRetriever | ||
| from opencompass.openicl.icl_inferencer import GenInferencer | ||
| from opencompass.datasets import ( | ||
| LCBCodeGenerationDataset, | ||
| LCBCodeExecutionDataset, | ||
| LCBTestOutputPredictionDataset, | ||
| LCBCodeGenerationEvaluator, | ||
| LCBCodeExecutionEvaluator, | ||
| LCBTestOutputEvaluator | ||
| ) | ||
| from opencompass.datasets.livecodebench import TestOutputPromptConstants | ||
|
|
||
|
|
||
| lcb_code_generation_reader_cfg = dict( | ||
| input_columns=[ | ||
| 'question_content', | ||
| 'format_prompt', | ||
| ], | ||
| # output_column='evaluation_sample', | ||
| output_column='question_id', | ||
| ) | ||
|
|
||
| SYSTEM_MESSAGE_GENERIC = f'You are an expert Python programmer. You will be given a question (problem specification) and will generate a correct Python program that matches the specification and passes all tests. You will NOT return anything except for the program.' | ||
|
|
||
| prompt_template = '### Question:\n{question_content}\n\n{format_prompt}' + \ | ||
| '### Answer: (use the provided format with backticks)\n\n' | ||
|
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||
|
|
||
| # Code Generation Tasks | ||
| lcb_code_generation_infer_cfg = dict( | ||
| prompt_template=dict( | ||
| type=PromptTemplate, | ||
| template=dict( | ||
| round=[ | ||
| dict( | ||
| role='HUMAN', | ||
| prompt=prompt_template | ||
| ) | ||
| ] | ||
| ) | ||
| ), | ||
| retriever=dict(type=ZeroRetriever), | ||
| inferencer=dict(type=GenInferencer) | ||
| ) | ||
|
|
||
| lcb_code_generation_eval_cfg = dict( | ||
| evaluator=dict( | ||
| type=LCBCodeGenerationEvaluator, | ||
| num_process_evaluate=4, | ||
| timeout=6, | ||
| ), | ||
| pred_role='BOT', | ||
| ) | ||
|
|
||
| LCBCodeGeneration_dataset = dict( | ||
| type=LCBCodeGenerationDataset, | ||
| abbr='lcb_code_generation', | ||
| path='opencompass/code_generation_lite', | ||
| reader_cfg=lcb_code_generation_reader_cfg, | ||
| infer_cfg=lcb_code_generation_infer_cfg, | ||
| eval_cfg=lcb_code_generation_eval_cfg | ||
| ) | ||
|
|
||
| # Code Execution Dataset | ||
| lcb_code_execution_reader_cfg = dict( | ||
| input_columns=[ | ||
| 'prompt', | ||
| ], | ||
| output_column='evaluation_sample', | ||
| ) | ||
|
|
||
| lcb_code_execution_infer_cfg = dict( | ||
| prompt_template=dict( | ||
| type=PromptTemplate, | ||
| template=dict( | ||
| begin=[ | ||
| dict( | ||
| role='SYSTEM', | ||
| fallback_role='HUMAN', | ||
| prompt='You are an expert at Python programming, code execution, test case generation, and fuzzing.' | ||
| ), | ||
| ], | ||
| round=[ | ||
| dict( | ||
| role='HUMAN', | ||
| prompt='{prompt}' | ||
| ) | ||
| ] | ||
| ) | ||
| ), | ||
| retriever=dict(type=ZeroRetriever), | ||
| inferencer=dict(type=GenInferencer) | ||
| ) | ||
|
|
||
| lcb_code_execution_eval_cfg = dict( | ||
| evaluator=dict( | ||
| type=LCBCodeExecutionEvaluator, | ||
| ), | ||
| pred_role='BOT', | ||
| ) | ||
|
|
||
| LCBCodeExecution_dataset = dict( | ||
| type=LCBCodeExecutionDataset, | ||
| abbr='lcb_code_execution', | ||
| path='opencompass/execution-v2', | ||
| reader_cfg=lcb_code_execution_reader_cfg, | ||
| infer_cfg=lcb_code_execution_infer_cfg, | ||
| eval_cfg=lcb_code_execution_eval_cfg, | ||
| ) | ||
|
|
||
| # TestOuputput Dataset | ||
| lcb_test_output_reader_cfg = dict( | ||
| input_columns=[ | ||
| 'prompt', | ||
| ], | ||
| output_column='evaluation_sample', | ||
| ) | ||
|
|
||
| system_prompt = 'You are an expert Python programmer. You will be given a question (problem specification) and will generate a correct Python program that matches the specification and passes all tests. You will NOT return anything except for the program.' | ||
|
|
||
| lcb_test_output_infer_cfg = dict( | ||
| prompt_template=dict( | ||
| type=PromptTemplate, | ||
| template=dict( | ||
| # begin=[ | ||
| # dict( | ||
| # role='SYSTEM', | ||
| # prompt=system_prompt | ||
| # ), | ||
| # ], | ||
| round=[ | ||
| dict( | ||
| role='HUMAN', | ||
| prompt='{prompt}' | ||
| ) | ||
| ] | ||
| ) | ||
| ), | ||
| retriever=dict(type=ZeroRetriever), | ||
| inferencer=dict(type=GenInferencer) | ||
| ) | ||
|
|
||
| lcb_test_output_eval_cfg = dict( | ||
| evaluator=dict( | ||
| type=LCBTestOutputEvaluator, | ||
| ), | ||
| pred_role='BOT', | ||
| ) | ||
|
|
||
| LCBTestOutput_dataset = dict( | ||
| type=LCBTestOutputPredictionDataset, | ||
| abbr='lcb_test_output', | ||
| path='opencompass/test_generation', | ||
| reader_cfg=lcb_test_output_reader_cfg, | ||
| infer_cfg=lcb_test_output_infer_cfg, | ||
| eval_cfg=lcb_test_output_eval_cfg, | ||
| ) | ||
|
|
||
| LCB_datasets = [ | ||
| LCBCodeGeneration_dataset, | ||
| LCBCodeExecution_dataset, | ||
| LCBTestOutput_dataset, | ||
| ] |
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