Tavris1/AI-Toolkit-Easy-Install

One-click Portable Windows installation of 'AI-Toolkit by Ostris'

What it solves

It removes the complex manual setup process required to run the AI-Toolkit by Ostris, which is a training suite for image and video diffusion models. It eliminates the need for users to manage system Python installations, virtual environments (VENV), or manually install various dependencies like PyTorch, Triton, and FlashAttention on Windows.

How it works

The project provides a one-click portable installer and launcher. It bundles an embedded portable version of Python 3.12.10 and automatically handles the installation or updating of necessary components including Git, Node.js, FFmpeg, and the AI-Toolkit itself. A single .bat file launches the local server and opens the user's default browser.

Who it’s for

Windows users with NVIDIA GPUs who want to train image and video diffusion models without dealing with technical environment setup.

Highlights

  • Portable Installation: Uses an embedded Python version to avoid conflicts with system-wide installations.
  • One-Click Launch: A single batch file starts the server and opens the browser.
  • Automatic Updates: Includes a built-in mechanism to alert users of updates and a dedicated update script.
  • Comprehensive Dependency Management: Automatically manages critical libraries like PyTorch 2.13.0, Triton, and FlashAttention.

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