To See a World in a Spark of Neuron: Disentangling Multi-task Interference for Training-free Model Merging

Zitao Fang, Guodong DU, Shuyang Yu +6

Fine-tuning pre-trained models on targeted datasets enhances task-specific performance but often comes at the expense of generalization. Model merging techniques, which integrate m…