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Model Deployment

Q. What is the Model Hub?

A. The Model Hub is a centralized repository where all registered models are stored. It allows users to view, manage, and deploy models associated with their projects.

Q. How are models organized in the Model Hub?

A. Models are grouped under their associated projects.

  • Each project appears as a row.
  • Clicking the arrow icon expands a dropdown showing all registered models under that project.

Q. What does it mean if a model has the status “Registered”?

A. It means the model is available in the Model Hub but is not yet deployed. Models must be deployed before they can be consumed by applications.

Q. What happens after deployment?

A. Once deployed, the model becomes available for use via a unique API endpoint.

Q. What details are available for deployed models?

A. After deployment, the View Details page shows:

  • Secret Key – Used to authenticate API requests.
  • API Access – Allows querying for:
    • Model Features (metadata and input structure).
    • Predictions (inference results).