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64 lines
2.4 KiB
Markdown
64 lines
2.4 KiB
Markdown
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<p align="center">
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<img src="src/images/dgx-spark-banner.png" alt="NVIDIA DGX Spark"/>
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</p>
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# DGX Spark Playbooks
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Collection of step-by-step playbooks for setting up AI/ML workloads on NVIDIA DGX Spark devices with Blackwell architecture.
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## About
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These playbooks provide detailed instructions for:
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- Installing and configuring popular AI frameworks
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- Running inference with optimized models
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- Setting up development environments
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- Connecting and managing your DGX Spark device
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Each playbook includes prerequisites, step-by-step instructions, troubleshooting guidance, and example code.
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## Available Playbooks
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### NVIDIA
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- [Comfy UI](nvidia/comfy-ui/)
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- [Set Up Local Network Access](nvidia/connect-to-your-spark/)
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- [Connect Two Sparks](nvidia/connect-two-sparks/)
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- [CUDA-X Data Science](nvidia/cuda-x-data-science/)
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- [DGX Dashboard](nvidia/dgx-dashboard/)
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- [FLUX.1 Dreambooth LoRA Fine-tuning](nvidia/flux-finetuning/)
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- [Optimized JAX](nvidia/jax/)
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- [LLaMA Factory](nvidia/llama-factory/)
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- [Build and Deploy a Multi-Agent Chatbot](nvidia/multi-agent-chatbot/)
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- [Multi-modal Inference](nvidia/multi-modal-inference/)
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- [NCCL for Two Sparks](nvidia/nccl/)
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- [Fine-tune with NeMo](nvidia/nemo-fine-tune/)
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- [Nemotron-3-Nano with llama.cpp](nvidia/nemotron/)
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- [NIM on Spark](nvidia/nim-llm/)
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- [NVFP4 Quantization](nvidia/nvfp4-quantization/)
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- [Ollama](nvidia/ollama/)
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- [Open WebUI with Ollama](nvidia/open-webui/)
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- [Fine-tune with Pytorch](nvidia/pytorch-fine-tune/)
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- [RAG Application in AI Workbench](nvidia/rag-ai-workbench/)
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- [SGLang Inference Server](nvidia/sglang/)
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- [Speculative Decoding](nvidia/speculative-decoding/)
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- [Set up Tailscale on Your Spark](nvidia/tailscale/)
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- [TRT LLM for Inference](nvidia/trt-llm/)
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- [Text to Knowledge Graph](nvidia/txt2kg/)
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- [Unsloth on DGX Spark](nvidia/unsloth/)
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- [Vibe Coding in VS Code](nvidia/vibe-coding/)
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- [vLLM for Inference](nvidia/vllm/)
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- [VS Code](nvidia/vscode/)
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- [Build a Video Search and Summarization (VSS) Agent](nvidia/vss/)
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## Resources
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- **Documentation**: https://www.nvidia.com/en-us/products/workstations/dgx-spark/
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- **Developer Forum**: https://forums.developer.nvidia.com/c/accelerated-computing/dgx-spark-gb10
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- **Terms of Service**: https://assets.ngc.nvidia.com/products/api-catalog/legal/NVIDIA%20API%20Trial%20Terms%20of%20Service.pdf
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## License
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See:
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- [LICENSE](LICENSE) for licensing information.
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- [LICENSE-3rd-party](LICENSE-3rd-party) for third-party licensing information. |