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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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- Add queryMode field to QueryLogSummary interface - Update getQueryLogs to group by both query AND queryMode - Use composite key (query|||queryMode) for proper separation - Enables separate tracking of Pure RAG vs Graph Search queries Previously, queries with the same text but different modes were merged together, causing metrics to only show one aggregate value. Now each mode's performance is tracked independently. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> |
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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
- Comfy UI
- Set Up Local Network Access
- Connect Two Sparks
- CUDA-X Data Science
- DGX Dashboard
- FLUX.1 Dreambooth LoRA Fine-tuning
- Optimized JAX
- LLaMA Factory
- Build and Deploy a Multi-Agent Chatbot
- Multi-modal Inference
- NCCL for Two Sparks
- Fine-tune with NeMo
- NIM on Spark
- NVFP4 Quantization
- Ollama
- Open WebUI with Ollama
- Fine tune with Pytorch
- RAG application in AI Workbench
- Speculative Decoding
- Set up Tailscale on your Spark
- TRT LLM for Inference
- Text to Knowledge Graph
- Unsloth on DGX Spark
- Vibe Coding in VS Code
- Install and Use vLLM for Inference
- Vision-Language Model Fine-tuning
- VS Code
- Build a Video Search and Summarization (VSS) Agent
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 for licensing information.
- LICENSE-3rd-party for third-party licensing information.