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This is a Vanilla BT based Reward model based on Gemma-2-9B. The recipes are from RLHF Workflow.

We have the reward-bench result:

Chat: 98.04

Chat Hard: 65.35

Safety: 89.54

Reasoning: 92.31

Please refer to

@misc{dong2024rlhf,
      title={RLHF Workflow: From Reward Modeling to Online RLHF}, 
      author={Hanze Dong and Wei Xiong and Bo Pang and Haoxiang Wang and Han Zhao and Yingbo Zhou and Nan Jiang and Doyen Sahoo and Caiming Xiong and Tong Zhang},
      year={2024},
      eprint={2405.07863},
      archivePrefix={arXiv},
      primaryClass={cs.LG}
}