4.1.4 Publish Model

Use this Publish option after creating the draft models and publish the notebooks, which have the model script.

To publish the model, follow these steps:
  1. Create a draft model. For more information, see the Create Draft Models section.
  2. Click Action Action icon next to corresponding Draft Model and select Open in Pipeline Designer option. The Pipeline page is displayed.
  3. Click Publish. The Publish Pipeline pane is displayed.
  4. Enter the details as described in the following table.

    Table 4-6 Publish Pipeline - Field Description

    Field Description
    Model Name Displays name of the model. Modify the name if required using edit option.
    Description Enter description of the model.
    Technique Enter the registered technique to use.
    Run Version Enter the run version.
    Attach parameter set Enable this option if required. If it is enabled:
    • Selected parameter set will be associated with the published model.
    • Best performing parameter set or prime reference of the objective is recommended to be associated with the model.
    • This set is further used for promote to production at the time of deployment.
    • Users can update this dependency from model details screen.
    Associate python runtime Enable this option if required. If it is enabled:
    • Selected python runtime will be associated with the published model.
    • This python run time will be further used for promoting the model to production at the time of deployment.
    • Users can update this dependency from model details screen.
  5. Click Publish. The model will be published.