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Deploy a multi-agent chatbot system and chat with agents on your Spark Extract triples with Ollama or vLLM, store them in a graph database, and explore them in a GPU-accelerated web UI A self-hosted browser interface with models running locally on your GPUPlaybooksIntermediate15 MINChat with LLMs Using Open WebUI and Ollama
Set up a cluster of DGX Spark devices that are connected through Switch Reach your machine remotely via NVIDIA SyncPlaybooksIntermediate5 MINConnect Remotely to Your AI Compute
Connect and set up three DGX Spark devices in a ring topology Connect two Spark devices and setup them up for inference and fine-tuning Install and use NVIDIA cuML and NVIDIA cuDF to accelerate UMAP, HDBSCAN, pandas and more with zero code changes Run cuTile kernel benchmarks, FMHA implementation, and LLM inference on DGX Spark and B300Playbooks60 MINcuTile Kernels
Prebuilt, GPU-optimized model containers with a ready-to-use HTTP endpointPlaybooksIntermediate30 MINDeploy NVIDIA NIM for LLM Inference
Reduced memory use and minimal boilerplate for open modelsPlaybooksAdvanced60 MINFine-Tune Faster with Unsloth
Your own concepts, characters, and styles with Dreambooth LoRAPlaybooksAdvanced2 HOURSFine-Tune FLUX.1 for Custom Image Generation
One interface for supervised, RLHF, and parameter-efficient trainingPlaybooksAdvanced60 MINFine-Tune LLMs with LLaMA Factory
Hugging Face model training from single-GPU to multi-node jobsPlaybooksIntermediate60 MINFine-Tune with NVIDIA NeMo
Node-based diffusion workflows for images and videos with FLUX, Wan, HunyuanVideo, and Stable DiffusionPlaybooksIntermediate2 HOURSGenerate Images and Videos with ComfyUI
Build Isaac Sim and Isaac Lab from source for Spark Real-time Vision Language Model interaction with webcam streamingPlaybooks20 MINLive VLM WebUI
Deploy LM Studio and serve LLMs on a Spark device; use LM Link to access models remotely. Notebook access, GPU status, and update controls in one placePlaybooksIntermediate30 MINMonitor Your AI Compute with DGX Dashboard
Deploy Nemotron 3 model family (Nemotron-3-Nano or Nemotron-3-Super) on DGX Spark Cut memory ~3.5× vs FP16 while keeping accuracy close to FP8, then validate with an OpenAI-compatible endpointPlaybooksIntermediate60 MINQuantize Models to NVFP4 with NVIDIA Model Optimizer
A shared GPU workspace your team can access from anywherePlaybooksIntermediate5 MINRegister AI Compute with Brev
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