Registering and deploying models with Model Registry

After you've set up Model Registry, you can create, register, and deploy models with Model Registry.

Creating a model using MLflow
You can use MLflow to create a model.
Registering a model using the Model Registry user interface
You can register a model using the Model Registry user interface or the MLFlow SDK.
Registering a model using MLflow SDK
You can register a model using the user interface or the MLFlow SDK.
Creating a new version of a registered model
You can easily create a new version of a registered model.
Deploying a model from the Model Registry page
You can deploy a model once or more times to create different versions of the model. You can also deploy a model you created in one workspace to a different workspace.
Deploying a model from the destination Project page
You can deploy a model once or more times to create different versions of the model. You can also deploy a model you created in one workspace to a different workspace.
Viewing Details for Model Registry
You can view detailed information for Model Registry.
Delete a model from Model Registry
You can delete a model from Model Registry through the UI or by means of an API call.
Disabling Model Registry
By default, Model Registry is enabled in CML. You can disable Model Registry if you do not want to use this feature.

Parent topic: Using Model Registry