Parameter-Efficient Tuning Helps Language Model Alignment

Tianci Xue, Ziqi Wang, Heng Ji

Aligning large language models (LLMs) with human preferences is essential for safe and useful LLMs. Previous works mainly adopt reinforcement learning (RLHF) and direct preference…