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Optimizing LLMs for Code Generation: Which Hyperparameter Settings Yield the Best Results?

conference contribution
posted on 2025-05-26, 05:34 authored by Chetan AroraChetan Arora, Ahnaf Ibn Sayeed, Sherlock Licorish, Fanyu Wang, Christoph Treude
Optimizing LLMs for Code Generation: Which Hyperparameter Settings Yield the Best Results?

History

Volume

00

Pagination

281-290

Location

Chongqing, China

Open access

  • No

Start date

2024-12-03

End date

2024-12-06

ISSN

1530-1362

eISSN

2640-0715

ISBN-13

979-8-3315-3401-1

Language

eng

Publication classification

E1.1 Full written paper - refereed

Title of proceedings

APSEC 2024 : Proceedings of the 31st Asia-Pacific Software Engineering Conference 2024

Event

Asia-Pacific Software Engineering. Conference (31st : 2024 : Chongqing, China)

Publisher

IEEE

Place of publication

Piscataway, N.J.

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