New research from Bridgewater AIA Labs and UIUC, in collaboration with Thinking Machines!
We use @tinkerapi to achieve state-of-the-art on a cleaned version of the BIRD text-to-SQL dataset, outperforming all frontier models we tested (including Fable and Sol) up to 8x cheaper.
LLMs with scaffolds have lagged on text-to-SQL, a task that relies on human judgment. By folding expert judgment into every part of RLVR on Tinker, @maxYuxuanZhu and @ddkang (UIUC and Bridgwater) trained the first text-to-SQL model to beat the human mark.
thinkingmachines.ai/news/putting-t…
