Chapter 3. Registering a model from the model catalog


As a data scientist or AI engineer, you can register models directly from the model catalog and create the first version of the new model.

Prerequisites

  • You are logged in to Red Hat OpenShift AI.
  • You have access to an available model registry in your deployment.

Procedure

  1. From the OpenShift AI dashboard, click AI hub Catalog.
  2. The Catalog page provides a high-level view of available models, including the model category, name, description, and labels such as task, license, and provider.
  3. You can use the search bar to search by model name, description, or provider.
  4. You can use the filter menu to search and select filters by task, provider, or license.
  5. Click the name of a model to view the model details page.
  6. Click Register model.
  7. From the Model registry drop-down list, select the model registry that you want to register the model in.
  8. In the Model details section, configure details to apply to all versions of the model:

    1. Optional: In the Model name field, update the name of the model.
    2. Optional: In the Model description field, update the description of the model.
  9. In the Version details section, enter details to apply to the first version of the model:

    1. In the Version name field, enter a name for the model version.
    2. Optional: In the Version description field, enter a description for the first version of the model.
    3. In the Source model format field, enter the name of the model format, for example, ONNX.
    4. In the Source model format version field, enter the version of the model format.
  10. In the Model location section, the URI of the model is displayed.
  11. Click Register model.

Verification

  • The new model details and version are displayed on the Overview tab on the model details page.
  • The new model and version are displayed on the Model registry page.
Red Hat logoGithubredditYoutubeTwitter

Learn

Try, buy, & sell

Communities

About Red Hat Documentation

We help Red Hat users innovate and achieve their goals with our products and services with content they can trust. Explore our recent updates.

Making open source more inclusive

Red Hat is committed to replacing problematic language in our code, documentation, and web properties. For more details, see the Red Hat Blog.

About Red Hat

We deliver hardened solutions that make it easier for enterprises to work across platforms and environments, from the core datacenter to the network edge.

Theme

© 2026 Red Hat
Back to top