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A registry offers flexibility and control over the artifact types that you can use, allows you to restrict the registry’s visibility, and more.

Create a registry

Create a registry either programmatically using the W&B Registry UI or the W&B Python SDK.
  • W&B Registry UI
  • Python SDK
  1. Navigate to the W&B Registry at https://wandb.ai/registry/.
  2. Click on the Create registry button.
  3. Provide a name for the registry in the Name field.
  4. Optionally provide a description about the registry.
  5. Select who can view the registry from the Registry visibility dropdown. See Registry visibility types for more information on registry visibility options.
  6. Select either All types or Specify types from the Accepted artifacts type dropdown.
  7. (If you select Specify types) Add one or more artifact types that your registry accepts.
  8. Click on the Create registry button.
An artifact type cannot be removed from a registry once it is saved in the registry’s settings.
For example, the following image shows a registry called Fine_Tuned_Models that a user is about to create. The registry is Restricted to only members that are manually added to the registry.
Creating a new registry

Visibility types

The visibility of a registry determines who can access that registry. Restricting the visibility of a registry helps ensure that only specified members can access that registry. There are two type registry visibility options for a registry:
VisibilityDescription
RestrictedOnly invited organization members can access the registry.
OrganizationEveryone in the org can access the registry.
A team admin or registry admin can set the visibility of a registry. The user who creates a registry with Restricted visibility is added to the registry automatically as its registry admin.

Configure the visibility of a registry

A team admin or registry admin can assign the visibility of a registry during or after the creation of a registry. To restrict the visibility of an existing registry:
  1. Navigate to the W&B Registry at https://wandb.ai/registry/.
  2. Select a registry.
  3. Click on the gear icon on the upper right hand corner.
  4. From the Registry visibility dropdown, select the desired registry visibility.
  5. If you select Restricted visibility:
    1. Add members of your organization that you want to have access to this registry. Scroll to the Registry members and roles section and click on the Add member button.
    2. Within the Member field, add the email or username of the member you want to add.
    3. Click Add new member.
Changing registry visibility settings from private to public or team-restricted access
See Create a registry for more information on how assign the visibility of a registry when a team admin creates it.