Model Registry

Model registry is centralized repository for all kind of models with user-friendly UI and API to store and version trained and tracked models. It also facilitates collaboration between teams

A registered model has a unique name, contains versions, stage transition , and other metadata such as model description and performance on trained data as well evaluation performance

Register also provides model lineage info (which project and run has produced that model)

Model registry is the interface between development and operation teams where developers can publish the models, transition to different stages and where operation team search and see the information on registered model along with its lineage

Registering a Model

Go to Model artifacts within Artifact section and click the register model button.

For a new model, define the model name and provide a version number in x.x.x format. For an existing model, registering allows to create a new version.