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By nvidia

tao-train-single-step

nvidia

Train, evaluate, and export a TAO model in one run.

model training

What it does

Runs supervised TAO model training, optionally evaluates the result, and optionally exports it.

When to use it

Use for a single TAO training run without iterative augmentation, AutoML, or DEFT loops.

How to use it

Give it a TAO model, training dataset URI, and supported platform; it creates the confirmed training workflow and can include evaluation and export.

What you provide

  • TAO model
  • training dataset URI
  • supported platform

Uses


Access · 4

This skill

TAO training container

Execute

TAO training

TAO evaluation

Execute

TAO evaluation

TAO export

Execute

Exports the TAO model

long-running monitoring

Execute

Monitors long-running jobs

What you need · 7

Docker must be available for the TAO workflow.

The NVIDIA container toolkit must be available for the TAO workflow.

A compatible TAO model such as clip, nvdinov2, or grounding_dino must be selected.

Cloud credentials or an external credential are required.


About this skill

Visibility
Public
Repository
nvidia/skills
Created
Oct 8, 2026
Updated
Oct 8, 2026
Files
6