Workflows Referenceprivate

Validated on 14 Dec 2023 • Last edited on 13 Mar 2026

Workflows automate machine learning tasks, combining GPU instances with an expressive syntax to generate production-ready machine learning pipelines with a few lines of code.

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APIs & CLIs

Paperspace API Reference

Programmatically manage Paperspace resources using conventional HTTP requests.

Paperspace CLI Reference

Install and use the new Paperspace Command Line Interface.

Gradient API, CLI, and SDK Reference

Install and use the Gradient Command Line Interface to manage Notebooks, Deployments, and Workflows programmatically.

Additional References

Workflow Spec Reference

Block definitions and examples for Workflow specs.

Gradient Actions

Gradient Actions are composable building blocks for creating reproducible machine learning Workflows.

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