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Serve an LLM or VLM on Jetson with vLLM v1.0.0

Use this resource to host an LLM or VLM on a Jetson behind an OpenAI-compatible API

New

  • 600 downloads
  • 141 likes
  • 216 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install llm-inference-server-jetson

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 picks the engine and image that fit your Jetson family, sets the MAXN power mode, supplies Hugging Face access and launches the server. It does not assume compute capacity the device does not have.

Mostly picked by

Updated November 2, 2026

Card for the “Serve an LLM or VLM on Jetson with vLLM” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md : engine choice, settings and launch command
  • evals/evals.json : evaluation cases for the skill

Good fit for

  • You want a local LLM on a Jetson Orin or Thor
  • You want to test a VLM on an embedded board

Not for

    Tags

    • jetson
    • vllm
    • llm
    • inference
    • edge

    About

    You say

    “Set up a vLLM server on my Jetson Orin for a small language model.”

    Card for the “Serve an LLM or VLM on Jetson with vLLM” skill

    Skill published by nvidia under the Apache-2.0 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 host an LLM or VLM on a Jetson behind an OpenAI-compatible API
    3. Review and adjust the result

    Content preview

    Files

    • BENCHMARK.md3.3 KB
    • evals/evals.json5.8 KB
    • LICENSE11.3 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • skill-card.md3.7 KB
    • SKILL.md12 KB
    • skill.oms.sig4.5 KB

    Origin and licence

    Listed unmodified

    Author
    nvidia
    Source
    github.com/nvidia/skills/tree/ca116d60beafe1b4459f0ab790b7b450912c56b0/skills/jetson-llm-serve
    Licence
    Apache-2.0

    Notice

    « jetson-llm-serve » (nvidia, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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