Skip to content
Edit on GitHub

View models

You can find all your models in the models dashboard. Each model has separate model details pages for all its model versions. Also, all models from a given Git repository are included as model columns in the experiment tables of those projects that connect to this Git repository.

Models dashboard:

The models in your model registry are organized in a central dashboard that facilitates search and discovery.

You can sort the models in the dashboard by several criteria, including model framework, repository, etc.

Iterative Studio consolidates the stages of all the models in the registry, and provides a way to filter models by stages.

Iterative Studio also consolidates the frameworks of all the models in the registry, and provides a way to filter models by framework. Note that the framework of a model is identified by Iterative’s model deployment tool MLEM. If you have not used MLEM, then Iterative Studio will use a generic framework label (G) to indicate that the model framework was not identified, and that the model was registered using GTO.

Model details page:

You can open the details of any model in the registry by clicking on the name of the model in the models dashboard.

A model details page is divided into the following sections:

  • Top section: This contains
    • the model name,
    • a link to the model’s Git repository,
    • latest registered version of the model,
    • a button to register a new version, and
    • information about how many projects in Iterative Studio have been created from the model’s Git repository.
  • Left section: The left section contains information that is specific to a particular registered version of the model. It has a version picker, which you can use to switch between different registered versions of the model. For the selected version, the left section shows
    • a button to assign a stage to the version,
    • the path to the model,
    • the version description,
    • labels, and
    • model methods. Note that the methods of a model are identified by Iterative’s model deployment tool MLEM. If you have not used MLEM, then Iterative Studio will not display any methods for the model.
  • Right section: The right section contains information that is applicable across all the versions of the model. In particular, it displays
    • the assigned stages for the different versions, and
    • the history of all version registration and stage assignment actions.

Model columns in the project’s experiment table:

The models will also appear as model columns in the experiment tables of those projects that have been created from the Git repository to which the model belongs.

Content

🐛 Found an issue? Let us know! Or fix it:

Edit on GitHub

Have a question? Join our chat, we will help you:

Discord Chat