MergeHEIR: Mitigating Multimodal Hallucinations as the Tax of Model Merging.

arXiv:2609.32422v1 Announce Type: new Abstract: Model merging consolidates task-specialized experts into a single deployable model. However, we show that such capability consolidation incurs a merging tax of increased hallucination: across 8 model-merging meth