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TorchServe configuration generation v1.0.0

Use this resource to generate a TorchServe configuration for a PyTorch model

New

  • 574 downloads
  • 218 likes
  • 219 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install torchserve-config-generation

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 helps you write the TorchServe configuration for your PyTorch models, including serving parameters. You get a step-by-step method with examples and error handling.

Mostly picked by

Updated November 2, 2026

Card for the “TorchServe configuration generation” skill

Details

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

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What you get

  • SKILL.md: steps to write the configuration
  • SKILL.md: examples and error handling

Good fit for

  • You are serving a PyTorch model in production for the first time
  • Your TorchServe configuration must be redone for a new version

Not for

    Tags

    • torchserve
    • pytorch
    • machine learning
    • configuration

    About

    You say

    “Generate the TorchServe configuration for my image classification model with two workers.”

    Card for the “TorchServe configuration generation” 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 generate a TorchServe configuration for a PyTorch model
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.6 KB
    • SKILL.md2.4 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/torchserve-config-generator
    Licence
    MIT

    Notice

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

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