Using the model registry
The model registry enables you to manage models separately from deployments.
In a typical Modelbit deployment, models are pickled with the code of the deployment and both are versioned together.
In some cases it's preferable to version the model separately from the code of the deployment, to use the same model in multiple deployments, or to load different models dynamically based on runtime parameters. The model registry is designed for these use cases.