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Tree Search Distillation for Language Models Using PPO

Tree search distillation for language models using PPO achieves a 15% improvement in reasoning accuracy over standard supervised fine-tuning, as demonstrated on GSM8K math problems. The method guides models through 100 exploration steps per query, producing 3x more diverse solutions than# greedy decoding.

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Tree Search Distillation for Language Models Using PPO

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