Create a Model

Create a Model

To create a Model using the CLI, run an Experiment, such as by using one of the sample Experiment commands, and set both --modelPath and --modelType according to those instructions. This will place your Model in your Project's Models list.

View Your Models List

You can view your Models in your Models list in the GUI or in the CLI, as seen below.

In the GUI

You can view your Models in your Model Repository in the GUI by clicking Models in the menu.

Your Models list in the Paperspace Console (GUI)
A single Model card in your Models list

As you can see, the GUI view shows your Model ID, when the model was created, the S3 bucket location of your model, your metrics summary data, the Experiment ID, the model type, and whether it is currently deployed on Paperspace.

You can click "Deploy Model" to Create a Deployment with your Model. And you can click "Open Detail" to see a more detailed view of the Model's performance metrics. This will also show a list of all of the checkpoint files (artifacts) generated by the Experiment, as well as the final Model at hand, and you can download any of those files.

Expanded Model Details showing performance metrics
Expanded Model Details showing model and checkpoint files

In the CLI

Alternately, you can view your Models (currently with less detailed info) via the CLI by running gradient models list.

Parameters

The following parameters can be used with the list subcommand:

Argument

Description

--experimentId

Filter models list by Experiment ID

--projectId

Filter models list by Project ID

Note: list is currently the only models subcommand in the Gradient CLI. And more soon!