Container registries aren’t just for Docker images anymore—CNCF’s KitOps turns them into powerhouse ML model stores. It uses OCI Artifacts to bundle huge (100 GB+) models, datasets, and code into secure, versioned packages that play nicely with Kserve, Kubeflow or any CI/CD pipeline.
With just a couple lines of YAML you can push an MLflow experiment straight into a production Kubernetes cluster—no new infrastructure needed. From chaos to control in enterprise AI/ML, done.
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