Cleaning RL dataset boosts Text-to-SQL performance significantly

joecole · x · 2026-08-28

A research team achieved a significant boost in text-to-SQL post-training performance by meticulously cleaning up bad samples in a popular RL dataset. The final model even beats Sol and Fable on some benchmarks.

Related event: RLVR with Cleaned Data Yields First Text-to-SQL Model to Beat Humans on BIRD(6 posts)→

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