Yu Zhe

Disrupting Model Merging: A Parameter-Level Defense Without Sacrificing Accuracy

Model merging is a technique that combines multiple finetuned models into a single model without additional training, allowing a free-rider to cheaply inherit specialized capabilities. This study investigates methodologies to suppress unwanted model merging by free-riders. Existing methods such as m…