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Triton Inference Server configuration v1.0.0

Use this resource to write a Triton server configuration to serve models

New

  • 427 downloads
  • 247 likes
  • 131 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install triton-inference-configuration

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 writes the model and server configuration files, then checks the batching and instance settings. You get a configuration ready to launch.

Mostly picked by

Updated November 2, 2026

Card for the “Triton Inference Server configuration” skill

Details

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

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What you get

  • SKILL.md: configuration steps and good practices
  • SKILL.md: configuration file examples and expected output

Good fit for

  • You deploy several models on one GPU server
  • Your inference service has too little throughput

Not for

    Tags

    • triton
    • inference
    • gpu
    • model server

    About

    You say

    “Write the Triton configuration for my classification model, with dynamic batching.”

    Card for the “Triton Inference Server configuration” skill

    Skill published by Jeremy Longshore <jeremy@intentsolutions.io> 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 write a Triton server configuration to serve models
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.6 KB
    • SKILL.md2.3 KB

    Origin and licence

    Listed unmodified

    Author
    Jeremy Longshore <jeremy@intentsolutions.io>
    Source
    github.com/jeremylongshore/tons-of-skills-marketplace/tree/ab85a061f7bcc039dac13ee193de7a4cd4388571/skills/08-ml-deployment/triton-inference-config
    Licence
    MIT

    Notice

    « triton-inference-config » (Jeremy Longshore <jeremy@intentsolutions.io>, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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