Running Jev decision models in SQL on Databricks
Databricks published an importable notebook that serves open-weight Jev models on serverless GPUs and calls them via ai_query from SQL or Lakeflow jobs to return structured classifications and probability scores.

Here's how to run Jev-style decision models directly on governed data with Databricks 👇 Serve open-weight models like SemIf-OpenJev on serverless GPUs with AI Runtime + Model Serving, then call them directly from SQL or Lakeflow jobs using ai_query to return structured classifications and probability scores. ↳ Pick your model ↳ Select Serverless GPU ↳ Click Run All One importable notebook. Swap in your own data and decision criteria from there. https://www.databricks.com/blog/running-open-jev-sql-databricks?utm_source=twitter&utm_medium=organic-social