When Privacy Hurts Mergeability: Geometry-Aware Model Merging under Differential Privacy

Jin Liu, Junkang Liu, Ning Xi +4

Model merging promises to construct a single multi-task model from independently fine-tuned task models without accessing the original task data. This makes it attractive when task…