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10 releases of 1321

Last updated 22 hours ago

Release					Date
Custom Docker images for AI Runtime CLI workloads (Beta) Allows custom system library versions and complex dependencies, requires setup via Use custom Docker images. #Machine Learning	On AWS, read it on their docs	On Azure, read it on their docs	Not on GCP	Not on SAP	Jun 29, 2026
AI Runtime CLI (Beta) Submits and manages distributed training workloads on serverless GPU compute from a local machine. #Machine Learning	On AWS, read it on their docs	On Azure, read it on their docs	Not on GCP	Not on SAP	Jun 12, 2026
Reorganized Spark Declarative Pipelines on Lakeflow documentation Conceptual topics are now under Concepts. #Documentation #Lakeflow	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	Not on SAP	Jun 9, 2026
Serve custom LLMs with Custom Model Serving (Beta) Supports multimodal models and PEFT recipes, unlike Foundation Model APIs. #Machine Learning #Model Serving	On AWS, read it on their docs	On Azure, read it on their docs	Not on GCP	Not on SAP	May 20, 2026
Customer-managed keys now support MLflow managed evaluation features Supports MLflow 3 scorers and requires non-CMK encrypted catalog. #MLflow #Security	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	Not on SAP	May 19, 2026
AI Runtime 1xH100 accelerator (Beta) Supports 1xH100 accelerator, see Hardware options for details. #Machine Learning	On AWS, read it on their docs	On Azure, read it on their docs	Not on GCP	Not on SAP	Apr 21, 2026
Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
Databricks Documentation site table of contents tabs Replaces static sidebar with tabbed navigation, includes 6 context tabs. #Documentation	On AWS, read it on their docs	Not on Azure	On GCP, read it on their docs	Not on SAP	Mar 31, 2026
Declarative Feature Engineering APIs (Beta) Define time-windowed aggregation features from data sources, materialize to Delta tables or Lakebase. Available in us-east-1 and us-west-2 regions. #Machine Learning	On AWS, read it on their docs	Not on Azure	Not on GCP	Not on SAP	Mar 9, 2026
Endpoint telemetry for custom model serving endpoints (Beta) Stores logs, traces, and metrics in Unity Catalog Delta tables using OpenTelemetry. #Machine Learning #Model Serving	On AWS, read it on their docs	On Azure, read it on their docs	Not on GCP	Not on SAP	Mar 6, 2026
Store and query MLflow traces in Unity Catalog (Beta) Stores MLflow traces in Delta tables for long-term retention and analysis using OpenTelemetry format. #Gen AI #MLflow	On AWS, read it on their docs	On Azure, read it on their docs	Not on GCP	Unknown on SAP	Jan 26, 2026

Custom Docker images for AI Runtime CLI workloads (Beta)
Allows custom system library versions and complex dependencies, requires setup via Use custom Docker images.

#Machine Learning

AWS, read it on their docs Azure, read it on their docsGCP(not on this cloud)SAP(not on this cloud) Jun 29, 2026
AI Runtime CLI (Beta)
Submits and manages distributed training workloads on serverless GPU compute from a local machine.

#Machine Learning

AWS, read it on their docs Azure, read it on their docsGCP(not on this cloud)SAP(not on this cloud) Jun 12, 2026
Reorganized Spark Declarative Pipelines on Lakeflow documentation
Conceptual topics are now under Concepts.

#Documentation #Lakeflow

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(not on this cloud) Jun 9, 2026
Serve custom LLMs with Custom Model Serving (Beta)
Supports multimodal models and PEFT recipes, unlike Foundation Model APIs.

#Machine Learning #Model Serving

AWS, read it on their docs Azure, read it on their docsGCP(not on this cloud)SAP(not on this cloud) May 20, 2026
Customer-managed keys now support MLflow managed evaluation features
Supports MLflow 3 scorers and requires non-CMK encrypted catalog.

#MLflow #Security

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(not on this cloud) May 19, 2026
AI Runtime 1xH100 accelerator (Beta)
Supports 1xH100 accelerator, see Hardware options for details.

#Machine Learning

AWS, read it on their docs Azure, read it on their docsGCP(not on this cloud)SAP(not on this cloud) Apr 21, 2026
Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
Databricks Documentation site table of contents tabs
Replaces static sidebar with tabbed navigation, includes 6 context tabs.

#Documentation

AWS, read it on their docsAzure(not on this cloud)GCP, read it on their docsSAP(not on this cloud) Mar 31, 2026
Declarative Feature Engineering APIs (Beta)
Define time-windowed aggregation features from data sources, materialize to Delta tables or Lakebase. Available in us-east-1 and us-west-2 regions.

#Machine Learning

AWS, read it on their docsAzure(not on this cloud)GCP(not on this cloud)SAP(not on this cloud) Mar 9, 2026
Endpoint telemetry for custom model serving endpoints (Beta)
Stores logs, traces, and metrics in Unity Catalog Delta tables using OpenTelemetry.

#Machine Learning #Model Serving

AWS, read it on their docs Azure, read it on their docsGCP(not on this cloud)SAP(not on this cloud) Mar 6, 2026
Store and query MLflow traces in Unity Catalog (Beta)
Stores MLflow traces in Delta tables for long-term retention and analysis using OpenTelemetry format.

#Gen AI #MLflow

AWS, read it on their docs Azure, read it on their docsGCP(not on this cloud)SAP(unknown) Jan 26, 2026

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