To begin using Gradient, follow these preliminary steps:
Optional: Create a team to invite collaborators
Now you can create Notebooks, Workflows, Models, Deployments, and more! Note: if you are self-hosting Gradient, please visit the Gradient Private Cloud section for more info.
When you first log into the Paperspace Console, you can select Gradient from the product dropdown:
You can stop, start, fork, and swap out the instance type anytime. Choose from a wide selection of pre-configured templates or bring your own. View the overview video to learn more:
Projects organize your work. To create a Project, navigate to Projects and click Create Project, provide a name, and click create.
You can run Workflows from the web interface or CLI. The first step is to create a new Workflow.
Download or copy the sample Workflow YAML file to your computer
Run the Workflow from the CLI
gradient workflows run \--id <your-workflow-id> \--clusterId <your-cluster-id> \--path ./workflow.yaml
The following command will create and start a Workflow that will run a sample project. Be sure to replace
<your-workflow-id> with your Workflow ID and
<your-cluster-id> with your Cluster ID.
Behind the scenes, your Workflow will be executed on your cluster. Congratulations! You ran your first Workflow on Gradient 🚀