3min chapter

Interconnects cover image

Evaluations: Trust, performance, and price (bonus, announcing RewardBench)

Interconnects

CHAPTER

Exploring Reward Model Evaluation and Benchmarking with RewardBench Infrastructure

Exploring the challenges and solutions in evaluating reward models, discussing the differences between DPO and classifier-based models, and emphasizing the need for a standardized framework and tools for better analysis and training. The chapter aims to enhance the integration of human preferences in language models and improve alignment in open language models.

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