Demystifying Reward Models in RLHF: A Comprehensive Guide

Introduction: In the ever-expanding universe of Reinforcement Learning from Human Feedback (RLHF), the role of reward models is nothing short of paramount. These models serve as the cornerstone for fine-tuning Large Language Models (LLMs) to align wi...