Not All Task Vectors Need Equal Rank: Energy-Proportional Allocation for Model Merging.

arXiv:2609.24517v1 Announce Type: new Abstract: Model merging aims to combine multiple fine-tuned models derived from a common pretrained model into a single multi-task model without additional joint training. Recent spectral merging methods improve over simpl