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18 releases of 1321

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  1. Genie Code for AI Runtime (Public Preview)

    Generates distributed training code and resolves environment issues. Requires AI Runtime.

    #Genie Code#Machine Learning
    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(unknown)
  2. Web terminal on serverless GPU compute (AI Runtime) is in Public Preview

    Runs shell commands, monitors GPU usage, and manages files on serverless GPU compute. Requires environment version 5 or above.

    #Compute#Machine Learning
    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(unknown)
  3. Protobuf tensor input for custom model serving endpoints (Public Preview)

    Replaces JSON with serialized KServe v2 ModelInferRequest. Requires endpoints deployed after July 9, 2026.

    #Machine Learning#Model Serving
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud)
  4. 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 docsAzure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  5. 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 docsAzure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  6. 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 docsAzure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  7. Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
  8. Graviton instance types are available for the compliance security profile

    Graviton instances improve price-performance for many workloads on AWS Commercial workspaces with FedRAMP Moderate, IRAP, or CCCS Medium compliance standards.

    #Compliance#Security
    AWS, read it on their docsAzure(not on this cloud)GCP(not on this cloud)SAP(not on this cloud)
  9. AI Runtime 1xH100 accelerator (Beta)

    Supports 1xH100 accelerator, see Hardware options for details.

    #Machine Learning
    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  10. C5, TISAX, and K-FSI compliance controls are now generally available

    Available on Azure, providing enhancements for workspace compliance requirements.

    #Compliance#Security
    AWS(not on this cloud)Azure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  11. AI Runtime is now in Public Preview

    Adds GPU support to serverless compute for deep learning workloads.

    #Machine Learning
    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  12. 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)
  13. 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 docsAzure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  14. ISMAP compliance support

    Supports Japanese government cloud certification, requires configuration changes.

    #Compliance#Security
    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(unknown)
  15. Enhanced Security and Compliance add-on is now generally available

    includes compliance security profile and enhanced security monitoring.

    #Compliance#Security
    AWS(not on this cloud)Azure(not on this cloud)GCP, read it on their docsSAP(unknown)
  16. Expanded regional availability for C5 and TISAX compliance

    Now available in all regions and with serverless compute.

    #Compliance#Security
    AWS, read it on their docsAzure(not on this cloud)GCP, read it on their docsSAP(unknown)
  17. TISAX compliance controls (Public Preview)

    Enhances workspace compliance based on ISO/IEC 27001 and VDA ISA requirements.

    #Compliance#Security
    AWS(not on this cloud)Azure, read it on their docsGCP(not on this cloud)SAP(unknown)
  18. TISAX compliance controls

    Enhances workspace compliance based on ISO/IEC 27001 and VDA ISA.

    #Compliance#Security
    AWS, read it on their docsAzure(not on this cloud)GCP, read it on their docsSAP(unknown)
  19. Serverless compute resources now support PCI-DSS compliance in australia-east

    Supports PCI-DSS v4.0 in australia-east region.

    #Compliance
    AWS(not on this cloud)Azure, read it on their docsGCP(not on this cloud)SAP(unknown)
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