Understanding and Alleviating Memory Consumption in RLHF for LLMs

Jin Zhou, Hanmei Yang, Steven +4

Fine-tuning with Reinforcement Learning with Human Feedback (RLHF) is essential for aligning large language models (LLMs). However, RLHF often encounters significant memory challen…