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Reinforcement Pre-Training: Novel LLM Scaling via RL

Reinforcement Pre-Training (RPT): A New Scaling Paradigm for LLMs via RL This paper proposes Reinforcement Pre-Training (RPT) — a fresh and ambitious reimagining of large language model (LLM) pre-training: instead of passive next-token prediction via supervised learning, RPT

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