Training a 4B Language Model for 81% Faster Query Optimization in Postgres

A 4B language model was trained using agentic reinforcement learning and supervised fine-tuning to generate query plans 81% faster than Postgres. The approach achieved 44.7% latency reduction across join-heavy queries through RL-based optimization and custom measurement frameworks.

Comments

Read original article