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kl regularization 1LoRA adapters 1model routing 1multimodal llms 1probe routing 1

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cs.AI2026

ReLope: KL-Regularized LoRA Probes for Multimodal LLM Routing

Yaopei Zeng, Congchao Wang, Blake JianHang Chen +1

The paper proposes two methods—a attention‑based probe and a KL‑regularized LoRA probe (ReLope)—to improve routing decisions in multimodal large language models by extracting more…