Optimizing LLMs for Code Generation: Which Hyperparameter Settings Yield the Best Results? - Arora, Chetan; Sayeed, Ahnaf Ibn; Licorish, Sherlock; Wang, Fanyu; Treude, Christoph (Proceedings / Asia Pacific Software Engineering Conference, 2024)
Keywords: Code Generation; Codes; Empirical Study; Generative AI; Hyperparameter Analysis; Large language models; LLM Temperature; LLMs; Python; Regression tree analysis; Requirements management; Software development management; Software engineering; Systematics; Temperature distribution; Tuning