MOMAT: Mixture of Multiple Atlases for Low-Power Jailbreak Defense of Quantized LLMs.

arXiv:2610.01058v1 Announce Type: cross Abstract: Quantized large language models are increasingly deployed on edge devices for their low latency and energy efficiency. However, model quantization weakens alignment safeguards, leaving qLLMs (quantized large la