Ask in English. Get SQL that runs.

A 4-billion-parameter Qwen3 model, fine-tuned on 4,000 verified queries to turn a question and a schema into SQLite that executes.

Execution accuracy on held-out tests went from 78.3% to 84.0%. Every query below is run against a real database, not just printed.