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CodeDPO: Aligning Code Models with Self Generated and Verified Source Code

Published in arXiv (Cornell University) • Oct 8, 2024
Authors:
Kechi Zhang
,
Ge Li
,
Yihong Dong

Abstract

Code generation models have shown significant potential for programming tasks. However, existing training methods like supervised fine-tuning face key limitations: they do not effectively teach models to prioritize correct over incorrect solutions in ambiguous situations, nor do they effectively opt...

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