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QuenchWorks

mlflow

Chart · Machine learning & AI · standard · v0.0.37

digest pinnedcosign signedSPDX SBOMSLSA provenanceamd64 · arm64Rebuilt 2026-10-22

MLflow Tracking Server for the ML lifecycle — experiment tracking, model registry, and run metadata over a REST/UI on port 5000. Packaged as the lightweight mlflow-skinny stack (gunicorn + psycopg2 + boto3) on a hardened Wolfi python base; needs an external PostgreSQL backend store and an artifact store (S3 or PVC).

Version

0.0.37 · latest0.0.360.0.35

The latest line lives at the base page; older lines have their own page so you can pin and verify exactly that version. Only the most recent releases are listed — an older chart pins an older image digest.

Deployed image digest

sha256:06a0d6afa8bc6c2fb55f6791a00a879ed4f52b289a1d05b86ab4895a9cb25935

Chart OCI version

oci://ghcr.io/quenchworks/charts/mlflow:0.0.37

The chart pins its image by this signed digest, so you never track it yourself. Signatures, SBOM, and provenance attach to the same digest.

Signed
cosign keyless
SBOM
SPDX, on image
Provenance
SLSA build
Architectures
amd64, arm64
Runs as
nonroot (uid 1001)
Root filesystem
read-only
Image size
139.6 MB

Security report (Trivy)

A+· 100/1000 fixable CVEs
0
Critical
0
High
0
Medium
0
Low
0
Unknown

Security report (Trivy) · image mlflow 3.16.1

Install the chart

Deploy to Kubernetes with hardened defaults. The chart pins its image by signed digest, so you never track it yourself.

Install (latest)

helm install my-mlflow oci://ghcr.io/quenchworks/charts/mlflow --version 0.0.37

Deploys images (digest-pinned)

Chart version
0.0.37
App version
3.16.1
Chart license
Apache-2.0
App license
Apache-2.0
Service port
5000
Signed
cosign (keyless)
Values schema
yes
Last published
2026-10-22
Values keys
  • image: repository digest pullPolicy
  • nameOverride
  • replicaCount
  • resources: requests limits
  • service: type port
  • persistence: enabled size mountPath accessModes annotations existingClaim
  • artifactRoot
  • postgresql: enabled auth primary
  • externalDatabase: host port database user password sslMode existingSecret existingSecretPasswordKey
  • podLabels
  • podAnnotations
  • nodeSelector
  • affinity
  • tolerations
  • topologySpreadConstraints
  • priorityClassName
  • schedulerName
  • terminationGracePeriodSeconds
  • updateStrategy
  • extraEnvVars
  • extraEnvVarsCM
  • extraEnvVarsSecret
  • extraVolumes
  • extraVolumeMounts
  • initContainers
  • sidecars
  • lifecycleHooks
  • command
  • args
  • podSecurityContext
  • containerSecurityContext
  • livenessProbe
  • readinessProbe
  • customLivenessProbe
  • customReadinessProbe
  • customStartupProbe: httpGet periodSeconds timeoutSeconds failureThreshold
  • serviceAccount: create name annotations
  • rbac: create
  • networkPolicy: enabled allowExternal
  • podDisruptionBudget: enabled minAvailable
  • ingress: enabled className annotations servicePort hosts tls

Verify the chart

cosign verify ghcr.io/quenchworks/charts/mlflow:0.0.37 \
  --certificate-identity-regexp 'https://github.com/quenchworks/.+' \
  --certificate-oidc-issuer https://token.actions.githubusercontent.com

Transparency

The chart publishes its attestations on GitHub and the image it deploys carries its own on the same digest, publicly verifiable with the commands above. Both log to the Sigstore transparency log (Rekor), which cosign verify checks for you.

View the imageView on ArtifactHubChart source

Upstream project: https://mlflow.org