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ML environment on NVIDIA DGX Spark v1.0.0

Use this resource to set up a machine-learning training environment on NVIDIA DGX Spark

New

  • 487 downloads
  • 163 likes
  • 103 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install dgx-spark-ml-environment

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent prefers NGC containers, checks aarch64 wheel compatibility with CUDA 13 and diagnoses libcudart or wheel errors. It provides the verification commands to run after installation.

Mostly picked by

Updated November 2, 2026

Card for the “ML environment on NVIDIA DGX Spark” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: container-first rule, ABI rule and verification commands
  • references/stack-matrix.md: compatible version matrix
  • references/container-workflow.md: container workflow

Good fit for

  • You are installing PyTorch or Unsloth on a DGX Spark
  • An import fails with a libcudart error

Not for

    Tags

    • dgx spark
    • cuda
    • pytorch
    • environment

    About

    You say

    “Install Unsloth and TRL on my DGX Spark and check that the GPU is detected.”

    Card for the “ML environment on NVIDIA DGX Spark” skill

    Skill published by wshobson under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to set up a machine-learning training environment on NVIDIA DGX Spark
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/container-workflow.md4.1 KB
    • references/stack-matrix.md7 KB
    • SKILL.md8.1 KB

    Origin and licence

    Listed unmodified

    Author
    wshobson
    Source
    github.com/wshobson/agents/tree/0874a27b17a22e2b7c2e2bcd725768e0803cad06/plugins/dgx-spark-ops/skills/spark-environment-setup
    Licence
    MIT

    Notice

    « spark-environment-setup » (wshobson, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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