How to Create Deployments Using the Paperspace CLI
Create Gradient Deployments, get started, and use advanced features.
Deployments How-Tos
Generated on 18 Nov 2025
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.
Getting Started
How to View Logs for Gradient Deployments
Access real time and post-workload system logs for Gradient Deployments.
How to View Metrics for Gradient Deployments
Access CPU usage, RAM usage, and requests issued metrics for Gradient Deployments.
How to Delete Paperspace Deployments
Delete a deployment to save on storage.
Configuration
How to Use Container Images for Paperspace Deployments
Choose a specific container image for a Deployment.
How to Use Paperspace Integrations
Connect repositories and storage solutions to your deployment.
How to Use Secrets and Environment Variables in Gradient Deployments
Use secrets in Gradient Deployments.
How to Use Custom Containers in Gradient Deployments
Use and manage custom containers in Gradient Deployments to define consistent, reproducible runtime environments for your applications and models.