Module 4 Quiz

Test your understanding of OCI artifacts for models, ModelKit layers, selective pull, GHCR authentication, and KitOps versus docker model package from the lesson and lab.

Why are OCI artifacts a better fit for distributing ML models than plain container images? (Select all that apply)

(select all that apply)

In a ModelKit, the Kitfile plays the role of the "shipping manifest." What does this mean technically?

A serving node only needs the model weights, not the training datasets or inference scripts. Which kit command fetches only the model layer?

You run kit push ghcr.io/yourorg/acme-docs-model:1.0.0 and receive: "denied: permission_denied: token ... scopes". What is the root cause and fix?

How does KitOps ModelKit differ from docker model package, and why does that matter for production deployments?