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onboarding

  • Set Up Local Network Access
  • Open WebUI with Ollama

data-science

  • Optimized JAX
  • Text to Knowledge Graph

tools

  • Comfy UI
  • DGX Dashboard
  • VS Code
  • RAG application in AI Workbench
  • Set up Tailscale on your Spark

fine-tuning

  • FLUX.1 Dreambooth LoRA Fine-tuning
  • LLaMA Factory
  • Fine-tune with NeMo
  • Fine tune with Pytorch
  • Unsloth on DGX Spark
  • Vision-Language Model Fine-tuning

use-case

  • Build and Deploy a Multi-Agent Chatbot
  • NCCL for Two Sparks
  • Connect Two Sparks
  • Video Search and Summarization

inference

  • Multi-modal Inference
  • NIM on Spark
  • NVFP4 Quantization
  • Speculative Decoding
  • TRT LLM for Inference
  • Install and Use vLLM for Inference

Set Up Local Network Access

5 MIN

NVIDIA Sync helps set up and configure SSH access

Step 1
Install NVIDIA Sync

NVIDIA Sync is a desktop app that connects your computer to your DGX Spark over the local network. It gives you a single interface to manage SSH access and launch development tools on your DGX Spark.

Download and install NVIDIA Sync on your computer to get started.

Your OS has been auto-detected, but you can choose a different option to download.

Download

For macOS

  • After download, open nvidia-sync.dmg
  • Drag and drop the app into your Applications folder
  • Open NVIDIA Sync from the Applications folder

For Windows

  • After download, run the installer .exe
  • NVIDIA Sync will automatically start after installation completes

For Debian/Ubuntu

  • Configure the package repository:

    curl -fsSL  https://workbench.download.nvidia.com/stable/linux/gpgkey  |  sudo tee -a /etc/apt/trusted.gpg.d/ai-workbench-desktop-key.asc
    echo "deb https://workbench.download.nvidia.com/stable/linux/debian default proprietary" | sudo tee -a /etc/apt/sources.list
    
  • Update package lists

    sudo apt update
    
  • Install NVIDIA Sync

    sudo apt install nvidia-sync
    

Step 2
Configure Apps

Apps are desktop programs installed on your laptop that NVIDIA Sync can configure and launch with an automatic connection to your Spark.

You can change your app selections anytime in the Settings window. Apps that are marked "unavailable" must be installed before you can use them.

Default apps:

  • DGX Dashboard: Web application pre-installed on DGX Spark for system management and integrated JupyterLab access
  • Terminal: Your system's built-in terminal with automatic SSH connection

Optional apps (require separate installation):

  • VS Code: Download from https://code.visualstudio.com/download
  • Cursor: Download from https://cursor.com/downloads
  • NVIDIA AI Workbench: Download from https://www.nvidia.com/workbench

Step 3
Add your DGX Spark device

NOTE

You must know either your hostname or IP address to connect.

  • The default hostname can be found on the Quick Start Guide included in the box. For example, spark-abcd.local
  • If you have a display connected to your device, you can find the hostname on the Settings page of the DGX Dashboard.
  • If .local (mDNS) hostnames don't work on your network you must use an IP address. This can be found in Ubuntu's network settings or by logging into the admin console of your router.

Finally, connect your DGX Spark by filling out the form:

  • Name: A descriptive name (e.g., "My DGX Spark")
  • Hostname or IP: The mDNS hostname (e.g. spark-abcd.local) or IP address of your Spark
  • Username: Your DGX Spark user account name
  • Password: Your DGX Spark user account password

NOTE

Your password is used only during this initial setup to configure SSH key-based authentication. It is not stored or transmitted after setup completion. NVIDIA Sync will SSH into your device and configure its locally provisioned SSH key pair.

Click add "Add" and NVIDIA Sync will automatically:

  1. Generate an SSH key pair on your laptop
  2. Connect to your DGX Spark using your provided username and password
  3. Add the public key to ~/.ssh/authorized_keys on your device
  4. Create an SSH alias locally for future connections
  5. Discard your username and password information

IMPORTANT

After completing system setup for the first time, your device may take several minutes to update and become available on the network. If NVIDIA Sync fails to connect, please wait 3-4 minutes and try again.

Step 4
Access your DGX Spark

Once connected, NVIDIA Sync appears as a system tray/taskbar application. Click the NVIDIA Sync icon to open the device management interface.

Clicking on the large "Connect" and "Disconnect" buttons controls the overall SSH connection to your device.

Set working directory (optional): Choose a default directory that Apps will open in when launched through NVIDIA Sync. This defaults to your home directory on the remote device.

Launch applications: Click on any configured app to open it with automatic SSH connection to your DGX Spark.

"Custom Ports" are configured on the Settings screen to provide access to custom web apps or APIs running on your device.

Step 5
Validate SSH setup

NVIDIA Sync creates an SSH alias for your device for easy access manually or from other SSH enabled apps.

Verify your local SSH configuration is correct by using the SSH alias. You should not be prompted for your password when using the alias:

# Configured if you use mDNS hostname
ssh <SPARK_HOSTNAME>.local

or

# Configured if you use IP address
ssh <IP>

On the DGX Spark, verify you're connected

hostname
whoami

Exit the SSH session

exit

Step 6
Next steps

Test your setup by launching a development tool:

  • Click the NVIDIA Sync system tray icon.
  • Select "Terminal" to open a terminal session on your DGX Spark.
  • Select "DGX Dashboard" to use Jupyterlab and manage updates.
  • Try a custom port example with Open WebUI

Resources

  • DGX Spark Documentation
  • DGX Spark Forum