FedAlphaEdit: Null-Space-Aligned Merging for Collaborative Knowledge Editing

Sota Sugawara, Yukihiko Okada

Multiple institutions may each hold their own private knowledge edits and wish to integrate them into a single large language model without sharing raw edit requests. Null-space-co…