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  • NVIDIA
    12
  • DGX Spark

    LLaMA Factory

    Install and fine-tune models with LLaMA Factory
    Playbook
    DGX
    9mo
    DGX Spark
    Items per page
    of 1 pages
    30 MIN

    Run models with llama.cpp on DGX Spark

    Build llama.cpp with CUDA and serve models via an OpenAI-compatible API
    Playbook
    DGX Spark
    3mo
    DGX Station
    2 HRS

    Profiler-Driven Kernel Optimization for Fine-Tuning

    Use torch.profiler to find training bottlenecks, then write custom Triton kernels to optimize LLaMA 8B fine-tuning
    Playbook
    Training
    1mo
    DGX Spark
    15 MIN

    Open WebUI with Ollama

    Install Open WebUI and use Ollama to chat with models on your Spark
    Playbook
    DGX
    9mo
    RTX Workstation
    13 MIN

    How to Build a Multi-GPU AI PC - A Practical Guide

    Many people explore local generative AI for privacy and to avoid token limits, but newer models require significant memory and compute—leading some to adopt multi-GPU setups.
    Playbook
    ComfyUI
    1mo
    DGX Spark
    20 MINS

    CLI Coding Agent

    Build local CLI coding agents with Ollama
    Playbook
    Coding
    2mo
    RTX Workstation
    5 MIN

    How to Get Started With Large Language Models on NVIDIA RTX PCs

    Learn about using LLMs locally on PCs and workstations with Ollama, AnythingLLM, and LM Studio.
    Playbook
    LLMs
    1mo
    DGX Station
    30 MINS

    Local Coding Agent

    Run local CLI coding agents with Claude Code and Ollama on DGX Station (NVIDIA GB300) using qwen3.6:27b
    Playbook
    Coding
    3mo
    DGX Station
    30 MIN

    NVFP4 Pretraining with Megatron Bridge

    Pretrain Llama 3.1 8B with NVFP4 mixed precision on DGX Station using Megatron Bridge
    Playbook
    Training
    1mo
    DGX Spark
    30 MIN

    Text to Knowledge Graph

    Transform unstructured text into interactive knowledge graphs with LLM inference and graph visualization
    Playbook
    GraphRAG
    9mo
    DGX Station
    30 MIN

    Text to Knowledge Graph on DGX Station

    Transform unstructured text into interactive knowledge graphs with LLM inference and graph visualization
    Playbook
    GraphRAG
    4mo
    DGX Spark
    30 MIN

    Vibe Coding in VS Code

    Use DGX Spark as a local or remote Vibe Coding assistant with Ollama and Continue
    Playbook
    DGX
    9mo