Prompt-R1 is an end-to-end RL framework where a small-scale LLM collaborates with large-scale LLMs by generating prompts, using a dual-constrained reward to optimize correctness and quality, and outperforms baselines on public datasets.
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Prompt-R1: Collaborative Automatic Prompting Framework via End-to-end Reinforcement Learning
Prompt-R1 is an end-to-end RL framework where a small-scale LLM collaborates with large-scale LLMs by generating prompts, using a dual-constrained reward to optimize correctness and quality, and outperforms baselines on public datasets.