RMB: Comprehensively Benchmarking Reward Models in LLM Alignment

Enyu Zhou, Guodong Zheng, Binghai Wang +11

Reward models (RMs) guide the alignment of large language models (LLMs), steering them toward behaviors preferred by humans. Evaluating RMs is the key to better aligning LLMs. Howe…