Book
Open access
Jul 2026
A Proxy-Guided Multi-Objective Framework for Configuration Optimization in Merging Large Language Models
OptiMerge is proposed, a novel multi-objective evolutionary framework tailored for LLM model merging that discovers well-structured Pareto fronts and achieves improved performance trade-offs compared to base models and grid-search baselines.
Sri Srinivasa Raju Modampuri, Aojun Lu, Yanan Sun
· Proceedings of the Genetic a... · 0 citations