RL fine-tuned 9B model beats frontier models

A $500 reinforcement learning fine-tune of a 9B open-source model outperformed frontier models on catalog review, achieving 87.3% accuracy versus 76.9% for the best frontier. The specialist cost $0.50 per 1,000 listings versus $34 for the frontier.