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Gradient Installer

combined

Run the Gradient MLOps Platform anywhere. The Gradient Installer is a CLI to setup and manage Gradient private clusters on AWS, NVIDIA DGX-1, and any VM / Bare metal.

Terraform is used under the hood to setup all the infrastructure. Terraform modules can also be used directly to integrate Gradient into an existing Terraform setup.

Supported target platforms

  • AWS EKS
  • NVIDIA DGX
  • VM / Bare metal
  • GCP (GKE) (coming soon)
  • Azure (AKS) (coming soon)

Prerequisites

Install / Update

Install

/bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/Paperspace/gradient-installer/master/bin/install)"

Updating

gradient-installer update

Usage

gradient-installer

clusterInstaller-help

Setting up a Gradient private cluster

gradient-installer clusters up

GradientInstallerCLI-up

Updating existing clusters

gradient-installer clusters up CLUSTER_HANDLE

Profiles

The CLI supports multiple profiles, which can be used for different teams. You can use a profile by:

export PAPERSPACE_PROFILE=favorite-team
gradient-installer setup

Terraform

To keep track of your cluster' state, the CLI stores your state file in an S3 bucket. Terraform modules can be used directly to create clusters.

List of available Terraform modules:

  • gradient-aws
  • gradient-metal
  • gradient-ps-cloud

Documentation

Full docs: https://docs.paperspace.com/gradient/gradient-private-cloud/about