Mitigating Model Merging Conflicts via Knowledge-Aware Task Vector Purification

arXiv:2510.14697 · cs.AI · Submitted 2025-10-16 · Read on arXiv

cs.AI

Submitted: 2025-10-16

Updated: 2026-10-20

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Model Merging — 3× in this paper · explained in 3 episodes
• Pruning — 3× in this paper · explained in 4 episodes
• Redundancy — 2× in this paper · explained in 2 episodes

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