Reward System Activation

Reward System Activation Reward reward reward for As a reward for your help I m willing to give you what you want Hey give yourself a reward after all hard work reward

Reward award 1 2 award reward reward model llm as judge llm as judge reward model reward model lm head score head pooling

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Reward System Activation
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Reward 1 The police are offering a substantial reward for any information leading to the arrest of the murderer 2 He certainly merits such a reward Microsoft Rewards 1000

Fig 1 Reward Model RM LLM LLM Pretrain SFT Preference Alignment DPO RLHF Reward Model PPO 4 Actor Model Reward Mode Critic Model Reference Model

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PPO reward model critic model reward model response token level loss reward mod 57 5 Overlong Reward Shaping DAPO GRPO trick

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Reward

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Reward reward reward for As a reward for your help I m willing to give you what you want Hey give yourself a reward after all hard work reward

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