Reading path

I just bought a DGX Spark, where do I start?

The unboxing-to-first-token order. Five articles, read top to bottom, and you have a working self-hosted model on the box.

5 articles, in reading order

  1. Self-Hosted AI: Start Here

    Start here. The map of everything: what runs where, in what order, and why.

  2. Self-Host Mistral Small 4 with SGLang on NVIDIA DGX Spark (GB10): What Actually Works

    First model up. The SGLang inference setup on GB10, including the kernel constraints that bite on day one.

  3. ComfyUI plus FLUX.1-schnell on DGX Spark: Per-Style Visual Vocabularies

    Image generation on the same box, sharing the unified memory pool one service at a time.

  4. Two Days From Localhost to Production: Building a Hybrid Sovereign AI Site

    What a full stack looks like once it is running, end to end, in two days of real work.

  5. Spark Arena Rank 4 Made Me Add Qwen3.6 to My DGX Spark

    Which model to actually run, and why the answer keeps moving as better options ship for GB10.

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