Protected variations restrict sensitive model deployments to authorized users, ensuring only admins and maintainers can update or undeploy the model.
Note: Protected variations are supported for Real-time model deployments only on hybrid deployments.
Qwak supports three user roles: Administrators, Maintainers and Members.
By setting a model variation as protected, you ensure that both admins and maintainers will be able to deploy protected deployments.
Members will only be able to view deployment details, without modifying any deployments.
When deploying a real time mode you may set the model variation as protected by using the
Protected Variation checkbox.
By setting a deployment as protected, you can make sure only admins and maintainers will be able to modify it.
qwak-sdk 0.5.x, you may use the
--protected flag when deploying a real time model to set the model variation as protected.
qwak models deploy realtime --model-id "my-model-id" --variation-name "default" --protected
When deploying multiple model variations, it is possible to define some variations as protected and some as unprotected.
The protected variations will be modified only by maintainers or admins, while the unprotected variations may be modified by all users.
Note: Updating traffic split configuration is allowed only for maintainers or admins when one of the deployed variations is protected.
Updated 3 days ago