Q-realign: Piggybacking Realignment on Quantization for Safe and Efficient LLM Deployment

Qitao Tan, Xiaoying Song, Ningxi Cheng +6

Public large language models (LLMs) are typically safety-aligned during pretraining, yet task-specific fine-tuning required for deployment often erodes this alignment and introduce…