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The Workflow for Deploying the Model

Deploying a model follows this simple process:

  1. Create a deployment group in your workspace.
  2. Make sure the nbox package is installed.
  3. You can load your model with the nbox command.
  4. Deploy the model to NimbleBox.
  5. Check the status of your deployment in the dashboard.
  6. Use the API endpoint and an access key after the successful deployment.


Make sure you have NimbleBox workspace before you deploy. To learn more, see the document create a new workspace. A model that's ready to use or a pre-trained model. Necessary Access Permissions for Deployment. See Roles and Permissions documentation for more information on Roles and Permissions. You must have the nbox package installed.

How to create a new Deployment Group

Create a new deployment group


To create a new group, click the button '+ New Deployment' at the top right on your Deploy page.


Type in the name of your group, and then add a brief description of what the deployment is about (recommended).


Note the deployment id and workspace id in the nbox package for future use.


You must provide a workspace id to deploy a model. If you don't give a deployment id, we will generate a new deployment group with a random id.

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