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Deploying and serving a TensorFlow model v1.0.0

Use this resource to export and serve a TensorFlow model in production

New

  • 370 downloads
  • 193 likes
  • 111 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install tensorflow-model-deployment

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 exports your model in SavedModel format, defines serving signatures and, if needed, prepares a TensorFlow Lite version. You get a model ready to be loaded by a prediction service.

Mostly picked by

Updated November 2, 2026

Card for the “Deploying and serving a TensorFlow model” 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 : SavedModel export, loading and predictions with the loaded model
  • SKILL.md : serving model, export signatures and TensorFlow Lite conversion

Good fit for

  • Your trained model has never left your notebook
  • You want to run it on a mobile or embedded device

Not for

    Tags

    • tensorflow
    • deployment
    • savedmodel
    • tensorflow lite

    About

    You say

    “Export this model in SavedModel format with a prediction signature for my API.”

    Card for the “Deploying and serving a TensorFlow model” skill

    Skill published by thebushidocollective 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 export and serve a TensorFlow model in production
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE3.8 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md19 KB

    Origin and licence

    Listed unmodified

    Author
    thebushidocollective
    Source
    github.com/thebushidocollective/han/tree/19caa51d5fd144ef6b2764f2332f4c856aa5d1af/plugins/specialized/tensorflow/skills/tensorflow-model-deployment
    Licence
    Apache-2.0

    Notice

    « tensorflow-model-deployment » (thebushidocollective, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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