Deployments Reference

Paperspace Deployments are containers-as-a-service that allow you to run container images and serve machine learning models using a high-performance, low-latency service with a RESTful API.

APIs & CLIs

Gradient API, CLI, and SDK Reference

Install and use the Gradient Command Line Interface.

Paperspace API & CLI Reference

Install and use the new Paperspace Command Line Interface.

Additional References

Deployment Spec Reference

Paperspace allows you to tailor your deployment via configuration or spec definitions.

Autoscaling Configuration for Gradient Deployments

Configure autoscaling to handle scale up and down events for your deployment.

Public and Protected Endpoints in Gradient Deployments

Gradient deployments have two levels of endpoint security with different levels of access to the service.

Health Checks for Gradient Deployments

Configure health checks that monitor the health and readiness of Gradient Deployments.