Thinking Machines: expert-guided RLVR yields state-of-the-art text-to-SQL model
Original titleCleaning data and aligning the reward function for RLVR takes expertise and effort upfront, but the result is a model that's state-of-the...
AISummary
Researchers from UIUC and Bridgewater, working with Thinking Machines, trained a text-to-SQL model with RLVR by building task expertise into data cleaning and reward design. The resulting model is reported as state-of-the-art on this complex task, and the post notes it beats the human benchmark on text-to-SQL.
Source: Thinking Machines · x.comPublished · added here