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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.

Databricks
@databricksArchived 2026.09.25Originally posted 2026.09.25
Running Jev decision models in SQL on Databricks
Databricks @databricksOriginally posted 2026.09.25
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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

x.com/databricks/status/2103261969260138870Archived 2026.09.25 10:03