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29 posts tagged with "Mlflow"

Streamline your machine learning projects with MLflow, your companion for tracking, packaging, and deploying models effortlessly.

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mlflow chart version 1.11.2 released

· 3 min read
Burak Ince
Burak Ince
Software Developer

We’re excited to share the release of the mlflow Helm chart version 1.11.2 on June 21, 2026, featuring app version 3.14.0. This update introduces new features, enhancements, and community-driven improvements to streamline the deployment of mlflow on Kubernetes.

What's New in mlflow 1.11.2 chart​

This latest version includes important updates to the Helm chart (version 1.11.2) alongside the underlying application (version 3.14.0). Here’s a brief overview of the enhancements:

  • Changed: Updated dbchecker image version to 1.38.0
  • Changed: Updated ini-file-initializer image version to 1.38.0

For a comprehensive list of changes, feel free to check out the release notes on GitHub.

mlflow chart version 1.11.1 released

· 3 min read
Burak Ince
Burak Ince
Software Developer

We are excited to share the launch of the mlflow Helm chart version 1.11.1 on June 21, 2026, featuring app version 3.14.0. This update introduces an array of new features, enhancements, and community-driven improvements aimed at simplifying your experience deploying mlflow on Kubernetes.

What's New in mlflow 1.11.1 chart​

This release encompasses updates to the Helm chart (version 1.11.1) as well as the underlying application (version 3.14.0). Here’s a brief overview of the changes:

  • Changed: Updated oauth2-proxy image version to v7.15.3
  • Changed: Updated dependency postgresql from 18.7.5 to 18.7.6

For a comprehensive list of updates, check out the release notes on GitHub.

mlflow chart version 1.11.0 released

· 2 min read
Burak Ince
Burak Ince
Software Developer

We are excited to share the release of the mlflow Helm chart version 1.11.0 on 2026-06-21, featuring app version 3.14.0. This update introduces innovative features, valuable enhancements, and contributions from our dedicated community, aimed at streamlining the deployment of mlflow on Kubernetes.

What's New in mlflow 1.11.0 chart​

The latest release features updates to both the Helm chart (version 1.11.0) and the underlying application (version 3.14.0). Here is a summary of what’s new:

  • Security: Introduced a securityContext to the ini-file-initializer and dbchecker init containers

For an in-depth look at all changes, feel free to check out the release notes on GitHub.

mlflow chart version 1.10.0 released

· 4 min read
Burak Ince
Burak Ince
Software Developer

We are excited to share the release of the mlflow Helm chart version 1.10.0 on June 21, 2026, featuring app version 3.14.0. This latest update includes a host of new features, enhancements, and improvements driven by our vibrant community, all designed to ensure a smoother deployment experience for mlflow on Kubernetes.

What's New in mlflow 1.10.0 chart​

This release showcases significant updates to both the Helm chart (version 1.10.0) and the underlying application (version 3.14.0). Here’s a look at some of the key changes:

  • Added: Optional image digest support for immutable image pulls
  • Added: MinIO subchart for S3-compatible artifact storage without external dependencies
  • Added: Support for uvicorn-opts with log-level merging; uvicorn is now the default server for log injection instead of gunicorn
  • Security: Enhanced security with readOnlyRootFilesystem and a built-in tmp emptyDir volume
  • Fixed: Default key names for AWS authentication to ensure existingSecret works with minimal setup
  • Security: Automatic injection of MLFLOW_SERVER_ALLOWED_HOSTS from ingress hosts to mitigate DNS rebinding risks
  • Changed: Documented azure-identity requirement for AKS Managed Identity; workaround using AZURE_STORAGE_CONNECTION_STRING via extraEnvVars
  • Security: Automatic injection of MLFLOW_SERVER_CORS_ALLOWED_ORIGINS to prevent CORS-based cross-origin threats
  • Added: New serverAllowedHosts and corsAllowedOrigins values for additional ingress customization; duplicates are removed
  • Fixed: Auto-configuration of auth PostgreSQL backend from the Bitnami subchart when specific conditions are met
  • Added: Configurable serverHost value for MLflow server binding; defaults to 0.0.0.0
  • Added: Support for Azure Active Directory and MSI authentication with backendStore.mssql.connectionUrl
  • Added: capability to store MSSQL connection URLs in a Kubernetes Secret for better security management
  • Fixed: Resolved issues with ini-file-initializer init container regarding LDAP-only deployments
  • Fixed: Clarified usage of service.name and provided guidance for resource name overrides
  • Added: ExtraDeploy value to allow rendering of additional Kubernetes objects alongside the chart
  • Added: Support for pod scheduling priority with priorityClassName value
  • Added: capability to annotate deployment resource metadata
  • Fixed: Ensured mutual exclusivity for auth and ldapAuth settings; both cannot be enabled simultaneously
  • Fixed: Corrected schema defaults for various service and security settings

For the complete list of changes, check out the release notes on GitHub.

mlflow Helm Chart Version 1.9.0 Released

· 3 min read
Burak Ince
Burak Ince
Software Developer

We are excited to share the release of the mlflow Helm chart version 1.9.0 on June 20, 2026, which includes the app version 3.14.0. This update introduces new features, enhancements, and improvements inspired by our vibrant community, making it easier than ever to deploy mlflow on Kubernetes.

What's New in mlflow 1.9.0 Chart​

This release encompasses updates to both the Helm chart (version 1.9.0) and the underlying application (version 3.14.0). Here’s a summary of the key changes:

  • Added: An optional oauth2-proxy sidecar for OIDC/OAuth2 authentication in front of MLflow, complete with configurable provider settings, secret management, and automatic Ingress port forwarding.
  • Added: An oidcAuth block for built-in OIDC authentication via the mlflow-oidc-auth plugin, including Redis cache and PostgreSQL user-database support.

For a comprehensive list of changes, please refer to the release notes on GitHub.

mlflow chart version 1.8.6 released

· 2 min read
Burak Ince
Burak Ince
Software Developer

We are excited to share the release of the mlflow Helm chart version 1.8.6 on 2026-06-18, featuring app version 3.14.0. This update introduces new features, enhancements, and community-driven improvements that make deploying mlflow on Kubernetes easier and more efficient.

What's New in mlflow 1.8.6 chart​

The latest release includes updates to the Helm chart (version 1.8.6) as well as the underlying application (version 3.14.0). Here are the highlights:

  • Changed: Updated the burakince/mlflow image version to 3.14.0
  • Changed: Upgraded the postgresql dependency from 18.7.0 to 18.7.5

For a detailed overview of all changes, check out the release notes on GitHub.

MLflow Chart Version 1.8.5 Released

· 2 min read
Burak Ince
Burak Ince
Software Developer

We are excited to share the launch of the MLflow Helm chart version 1.8.5 on June 2, 2026, featuring app version 3.13.0. This update brings a wealth of new features, enhancements, and community-driven improvements designed to streamline your MLflow deployment on Kubernetes.

What's New in MLflow 1.8.5 Chart​

This release includes updates to both the Helm chart (version 1.8.5) and the underlying application (version 3.13.0). Here are some of the key changes:

  • Fixed: Resolved broken screenshot URL(s) in the MLflow chart.

For a comprehensive list of changes, you can view the release notes on GitHub.

mlflow chart version 1.8.4 launched

· 2 min read
Burak Ince
Burak Ince
Software Developer

We are excited to announce the launch of the mlflow Helm chart version 1.8.4 on June 2, 2026, which includes app version 3.13.0. This update introduces a range of new features, enhancements, and valuable community-driven improvements to make deploying mlflow on Kubernetes even more seamless.

What’s New in mlflow 1.8.4 chart​

This release highlights updates to the Helm chart (version 1.8.4) alongside the underlying application (version 3.13.0). Here’s a brief overview of the changes:

For a comprehensive list of changes, visit the release notes on GitHub.

Mlflow Chart Version 1.8.3 Released

· 2 min read
Burak Ince
Burak Ince
Software Developer

We are excited to share the release of the mlflow Helm chart version 1.8.3 on May 31, 2026, featuring app version 3.12.0. This update introduces a range of new features, enhancements, and community-driven improvements designed to streamline your deployment of mlflow on Kubernetes.

What's New in Mlflow 1.8.3 Chart​

This release includes updates to both the Helm chart (version 1.8.3) and the underlying application (version 3.12.0). Here's a summary of the key changes:

  • Fixed: Liveness and readiness probes now consistently use /health, regardless of staticPrefix.

To explore the complete list of changes, please visit the release notes on GitHub.

mlflow chart version 1.8.2 released

· 2 min read
Burak Ince
Burak Ince
Software Developer

We are excited to announce the release of the mlflow Helm chart version 1.8.2 on May 31, 2026, featuring app version 3.12.0! This update introduces a range of new features, enhancements, and community-driven improvements designed to simplify deploying mlflow on Kubernetes.

What's New in mlflow 1.8.2 chart​

This release includes significant updates to the Helm chart (version 1.8.2) along with the underlying application (version 3.12.0). Here’s a summary of the key changes:

  • Changed: Updated the burakince/mlflow image version to 3.12.0
  • Changed: Updated the dependency on PostgreSQL from version 18.1.13 to 18.6.10

For a complete list of changes, please check the release notes on GitHub.