Qianghua Gao

NeuronMerge: Merging Models via Functional Neuron Groups

Model merging techniques like task arithmetic, which combines model parameters through weighted averaging, have proven effective. However, the success of task arithmetic relies on the linearity between model weight differences and output feature changes, which is often lacking in conventional fine-t…