
<p align="center">
  <img src="src/images/dgx-spark-banner.png" alt="NVIDIA DGX Spark"/>
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# DGX Spark Playbooks

Collection of step-by-step playbooks for setting up AI/ML workloads on NVIDIA DGX Spark devices with Blackwell architecture.

## About

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.

## Available Playbooks

### NVIDIA

- [CLI Coding Agent](nvidia/cli-coding-agent/)
- [Comfy UI](nvidia/comfy-ui/)
- [Connect Three DGX Spark in a Ring Topology](nvidia/connect-three-sparks/)
- [Set Up Local Network Access](nvidia/connect-to-your-spark/)
- [Connect Two Sparks](nvidia/connect-two-sparks/)
- [CUDA-X Data Science](nvidia/cuda-x-data-science/)
- [cuTile Kernels](nvidia/cutile-kernels/)
- [DGX Dashboard](nvidia/dgx-dashboard/)
- [FLUX.1 Dreambooth LoRA Fine-tuning](nvidia/flux-finetuning/)
- [Run Hermes Agent with Local Models](nvidia/hermes-agent/)
- [Install and Use Isaac Sim and Isaac Lab](nvidia/isaac/)
- [Optimized JAX](nvidia/jax/)
- [Live VLM WebUI](nvidia/live-vlm-webui/)
- [Run models with llama.cpp on DGX Spark](nvidia/llama-cpp/)
- [LLaMA Factory](nvidia/llama-factory/)
- [LM Studio on DGX Spark](nvidia/lm-studio/)
- [Build and Deploy a Multi-Agent Chatbot](nvidia/multi-agent-chatbot/)
- [Multi-modal Inference](nvidia/multi-modal-inference/)
- [Connect Multiple DGX Spark through a Switch](nvidia/multi-sparks-through-switch/)
- [NCCL for Two Sparks](nvidia/nccl/)
- [Fine-tune with NeMo](nvidia/nemo-fine-tune/)
- [Run NemoClaw with a Local LLM](nvidia/nemoclaw/)
- [🦞 Set Up Example NemoClaw Agents 🦞](nvidia/nemoclaw-applications/)
- [Nemotron-3-Nano with llama.cpp](nvidia/nemotron/)
- [NIM on Spark](nvidia/nim-llm/)
- [NVFP4 Quantization](nvidia/nvfp4-quantization/)
- [Ollama](nvidia/ollama/)
- [Open WebUI with Ollama](nvidia/open-webui/)
- [OpenClaw 🦞](nvidia/openclaw/)
- [Secure Long Running AI Agents with OpenShell on DGX Spark](nvidia/openshell/)
- [Portfolio Optimization](nvidia/portfolio-optimization/)
- [Fine-tune with Pytorch](nvidia/pytorch-fine-tune/)
- [RAG Application in AI Workbench](nvidia/rag-ai-workbench/)
- [Spark & Reachy Photo Booth](nvidia/reachy-photo-booth/)
- [Register DGX Spark to Brev](nvidia/register-to-brev/)
- [SGLang for Inference](nvidia/sglang/)
- [Single-cell RNA Sequencing](nvidia/single-cell/)
- [Speculative Decoding](nvidia/speculative-decoding/)
- [Set up Tailscale on Your Spark](nvidia/tailscale/)
- [TRT LLM for Inference](nvidia/trt-llm/)
- [Text to Knowledge Graph on DGX Spark](nvidia/txt2kg/)
- [Unsloth on DGX Spark](nvidia/unsloth/)
- [Vibe Coding in VS Code](nvidia/vibe-coding/)
- [vLLM for Inference](nvidia/vllm/)
- [VS Code](nvidia/vscode/)
- [Build a Video Search and Summarization (VSS) Agent](nvidia/vss/)

## Resources

- **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

## License

See:
- [LICENSE](LICENSE) for licensing information.
- [LICENSE-3rd-party](LICENSE-3rd-party) for third-party licensing information.