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Single TAO run: train, evaluate, export v1.0.0

Use this resource to train, evaluate and then export a TAO model in a single run

New

  • 491 downloads
  • 151 likes
  • 142 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install single-run-train-eval-export

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 runs the train, eval and export steps in order, going through the TAO launch gate for platforms and data. If AutoML is enabled for the model, it turns it off for a plain run. You get a trained model and its evaluations.

Mostly picked by

Updated November 2, 2026

Card for the “Single TAO run: train, evaluate, export” 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: train, eval and export steps
  • references/skill_info.yaml: container and action information
  • config/skillspector-baseline.yaml: baseline configuration

Good fit for

  • You adapt a pretrained TAO model to your labeled dataset, once
  • You want a standard run without a data-augmentation loop

Not for

    Tags

    • tao
    • training
    • evaluation
    • export

    About

    You say

    “Train and then evaluate my TAO model on my labeled dataset, without AutoML.”

    Card for the “Single TAO run: train, evaluate, export” 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 train, evaluate and then export a TAO model in a single run
    3. Review and adjust the result

    Content preview

    Files

    • BENCHMARK.md7.1 KB
    • config/skillspector-baseline.yaml0.8 KB
    • evals/evals.json0.8 KB
    • LICENSE11.3 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/skill_info.yaml0.6 KB
    • skill-card.md3.9 KB
    • SKILL.md4.7 KB
    • skill.oms.sig5 KB

    Origin and licence

    Listed unmodified

    Author
    nvidia
    Source
    github.com/nvidia/skills/tree/ca116d60beafe1b4459f0ab790b7b450912c56b0/skills/tao-train-single-step
    Licence
    Apache-2.0

    Notice

    « tao-train-single-step » (nvidia, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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