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Project Lightning Talk: ModelPack: Bringing the OCI Standard to AI/ML

Lightningat KubeCon + CloudNativeCon India 2026 · 2026-06-18..06-19· [machine-learning]
linkedin:andrewsblock
slides:none on file

ModelPack standardizes AI/ML model packaging by mapping model contents into OCI artifacts so teams reuse existing container registries instead of bespoke stores. A modelctl CLI builds and publishes artifacts to registries, models get signed/scanned with existing cloud‑native tooling, and Kubernetes consumes them via a CSI driver mounted into pods. Project lives in the CNCF sandbox since May 2025 and already shows ecosystem uptake—Docker adds Docker Model Runner support—so the package format and tooling work with current registries and CI/CD pipelines.

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