Collection of step-by-step playbooks for setting up AI/ML workloads on NVIDIA DGX Spark devices with Blackwell architecture.
These playbooks provide detailed instructions for:
- Installing and configuring popular AI frameworks
- Running inference with optimized models
- Setting up development environments
- Connecting and managing your DGX Spark device
Each playbook includes prerequisites, step-by-step instructions, troubleshooting guidance, and example code.
- CLI Coding Agent
- Comfy UI
- Connect Three DGX Spark in a Ring Topology
- Set Up Local Network Access
- Connect Two Sparks
- CUDA-X Data Science
- cuTile Kernels
- DGX Dashboard
- FLUX.1 Dreambooth LoRA Fine-tuning
- Run Hermes Agent with Local Models
- Install and Use Isaac Sim and Isaac Lab
- Optimized JAX
- Live VLM WebUI
- Run models with llama.cpp on DGX Spark
- LLaMA Factory
- LM Studio on DGX Spark
- Build and Deploy a Multi-Agent Chatbot
- Multi-modal Inference
- Connect Multiple DGX Spark through a Switch
- NCCL for Multiple Sparks
- Fine-tune with NeMo
- Run NemoClaw with a Local LLM
- 🦞 Set Up Example NemoClaw Agents 🦞
- Nemotron Model Family on DGX Spark
- NIM on Spark
- NVFP4 Quantization
- Ollama
- Open WebUI with Ollama
- OpenClaw 🦞
- Secure Long Running AI Agents with OpenShell on DGX Spark
- Portfolio Optimization
- Fine-tune with Pytorch
- RAG Application in AI Workbench
- Spark & Reachy Photo Booth
- Register DGX Spark to Brev
- SGLang for Inference
- Single-cell RNA Sequencing
- Speculative Decoding
- Set up Tailscale on Your Spark
- TRT LLM for Inference
- Text to Knowledge Graph on DGX Spark
- Unsloth on DGX Spark
- Vibe Coding in VS Code
- vLLM for Inference
- VS Code
- Build a Video Search and Summarization (VSS) Agent
- Documentation: https://www.nvidia.com/en-us/products/workstations/dgx-spark/
- Developer Forum: https://forums.developer.nvidia.com/c/accelerated-computing/dgx-spark-gb10
- Terms of Service: https://assets.ngc.nvidia.com/products/api-catalog/legal/NVIDIA%20API%20Trial%20Terms%20of%20Service.pdf
See:
- LICENSE for licensing information.
- LICENSE-3rd-party for third-party licensing information.