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    • DGX Spark
    20 MIN

    Live VLM WebUI

    Real-time Vision Language Model interaction with webcam streaming
    Playbook
    Vision AI
    5mo

    Practical guidance for training MoE VLMs in Megatron Bridge. Compares FSDP and 3D-parallel approaches, using rounded lessons from Qwen3-VL, Qwen3-Next, and other multimodal experiments.
    Skill
    Developer
    266
    12d
    Items per page
    of 3 pages
    DGX Spark
    1 HR

    Vision-Language Model Fine-tuning

    Fine-tune Vision-Language Models for image and video understanding tasks using Qwen2.5-VL and InternVL3
    Playbook
    DGX
    8mo
    General
    LaunchableDeveloper Example

    LLM Router

    Route LLM requests to the best model for the task at hand.
    Blueprint
    NVIDIA AI
    3mo
    Z.ai
    DownloadableFree Endpoint

    glm-5.1

    GLM-5.1 is a flagship LLM for agentic workflows, coding, and long-horizon reasoning tasks.
    Model
    Agentic AI
    27.59M
    1mo
    DGX Spark
    30 MIN

    vLLM for Inference

    Install and use vLLM on DGX Spark
    Playbook
    DGX
    3mo
    RTX Workstation
    30 MIN

    vLLM for Inference

    Install and use vLLM on NVIDIA RTX Pro 6000
    Playbook
    vLLM
    Today
    DGX Station
    30 MIN

    vLLM for Inference

    Install and use vLLM on DGX Station
    Playbook
    vLLM
    3mo
    Qwen
    DownloadableFree Endpoint

    qwen3.5-397b-a17b

    Next-gen Qwen 3.5 VLM (400B MoE) brings advanced vision, chat, RAG, and agentic capabilities.
    Model
    MoE
    13.15M
    3mo
    NVIDIA
    DownloadableFree Endpoint

    nemotron-3-nano-omni-30b-a3b-reasoning

    Nemotron 3 Nano Omni is an omni-modal reasoning model that understands images, video, speech, text.
    Model
    Image-to-Text
    7.54M
    1mo
    Google
    Free Endpoint

    paligemma

    Vision language model adept at comprehending text and visual inputs to produce informative responses
    Model
    image
    10.22K
    1y
    DGX Spark
    1 HR

    TRT LLM for Inference

    Install and use TensorRT-LLM on DGX Spark
    Playbook
    DGX
    8mo

    Run Megatron-LM (MLM) and Megatron Bridge training with mock or real data. Covers correlation testing, available recipes, and multi-GPU examples.
    Skill
    Developer
    268
    12d
    DGX Station
    30 MIN

    LLM Inference with SGLang

    Serve LLMs with SGLang on DGX Station (Qwen3-8B default; Qwen3.6 MoE optional)—prefix-cached multi-turn, structured output, benchmarks, and inference-server guidance
    Playbook
    RadixAttention
    16d
    DGX Spark
    30 MIN

    LM Studio on DGX Spark

    Deploy LM Studio and serve LLMs on a Spark device; use LM Link to access models remotely.
    Playbook
    Inference
    4mo
    NVIDIA
    DownloadableFree Endpoint

    nemotron-nano-12b-v2-vl

    Nemotron Nano 12B v2 VL enables multi-image and video understanding, along with visual Q&A and summarization capabilities.
    Model
    language generation
    2.47M
    7mo
    DGX Spark
    30 MIN

    Run NemoClaw with a Local LLM

    Build your first local AI assistant on DGX Spark using NemoClaw and Ollama in a secure sandbox, with optional Telegram.
    Playbook
    Telegram
    2mo
    DGX Station
    30 MIN

    Run NemoClaw with a Local LLM

    Build your first local AI assistant on DGX Station using NemoClaw in a secure sandbox, with optional Telegram.
    Playbook
    Telegram
    1mo
    NVIDIA
    DownloadableFree Endpoint

    llama-3.1-nemotron-nano-vl-8b-v1

    Multi-modal vision-language model that understands text/img and creates informative responses
    Model
    doc intelligence
    10.15M
    11mo
    NVIDIA
    Downloadable

    llama-nemotron-embed-vl-1b-v2

    Multimodal question-answer retrieval representing user queries as text and documents as images.
    Model
    nemo retriever
    7.59M
    4mo
    NVIDIA
    Downloadable

    llama-nemotron-rerank-vl-1b-v2

    GPU-accelerated model optimized for providing a probability score that a given passage contains the information to answer a question.
    Model
    nemo retriever
    84.41K
    2mo
    RTX Workstation
    8 MIN

    How to Fine-Tune an LLM on NVIDIA GPUs With Unsloth

    Fine-tune popular AI models faster in Unsloth with NVIDIA RTX AI PCs, RTX PRO workstations, and DGX Spark—plus explore the new Nemotron Nano 3 family of open models.
    Playbook
    Fine-Tuning
    10d
    DGX Spark
    30 MIN

    NIM on Spark

    Deploy a NIM on Spark
    Playbook
    DGX
    8mo
    Mistral AI
    DownloadableFree Endpoint

    ministral-14b-instruct-2512

    A general purpose VLM ideal for chat and instruction based use cases
    Model
    language generation
    3.62M
    6mo