Ostris AI-Toolkit 1-Click Installers for Windows, RunPod, SimplePod & Massed Compute with Torch 2.13, CUDA 13 for All GPUs With Pre-compiled Wheels

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Latest Installer Zip File Torch 2.13, CUDA 13 : AI_Toolkit_SECourses_v15.zip

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Supports Python 3.10, 3.11, 3.12 (recommended), 3.13

Installed with pre-compiled wheels for : mslk, xformers, flash_attn, sageattention for both Windows and Linux with all CUDA 13 features for Torch 2.13 and they are abi3 for python 3.10, 3.11, 3.12, 3.13

Automatic install on Windows, RunPod, Massed Compute (or local linux machines), Windows

All Linux installers also updated for Python 3.12 venv

Both v13 and v14 installs latest official version from https://github.com/ostris/ai-toolkit

Deprecated Installer Zip File Torch 2.8, CUDA 12.9 : AI_Toolkit_SECourses_v13.zip

Full tutorial how to use and train published 4 December 2025 : https://youtu.be/ezD6QO14kRc

Please follow above tutorial to learn how to use AI Toolkit on Windows, RunPod (same on SimplePod) and Massed Compute

For Windows you need to also install Node JS for this app : https://nodejs.org/en/download

This node js version is tested and verified working perfect https://nodejs.org/dist/v22.20.0/node-v22.20.0-x64.msi

Installation on SimplePod, RunPod and Massed Compute are fully automatic, no manual setup, etc. needed

For Windows, Please follow Windows Requirements tutorial (1-time for all AI Apps - 100+)

https://youtu.be/DrhUHnYfwC0

For Windows : 0_Windows_Install.bat > 1_Windows_First_Time_UI_Setup_Run.bat > 2_Windows_Start_App.bat

For RunPod and SimplePod : Runpod_SimplePod_AI_Toolkit_Instructions_READ.txt

For Massed Compute : Massed_Compute_Instructions_READ.txt

11 July 2026 Update - V14

Fresh install is very much recommended otherwise you may get errors

I have started upgrading all of our apps into latest Torch 2.13 and CUDA 13

For this, I have pre-compiled the following wheels with all CUDA 13 features and with all CUDA archs : mslk, xformers, flash_attn, sageattention, torchao

All these libraries are properly compiled with abi3 thus works on Python 3.10, 3.11, 3.12 and 3.13

So I have updated the Ostris AI Toolkit installers with newest libraries

Moreover, I have improved the installation process thus now it is many times faster than before

It will automatically generate Python 3.12 venv and install everything there, if you don't have 3.12, it will use your default python

Make sure to have 3.12.10 it is best

Make sure to have nodejs 22+ installed - 22 preferred and tested

Follow requirements tutorial (below) and latest AI Toolkit tutorial : https://youtu.be/ezD6QO14kRc

For JSON prompt generation we have new tutorial and tool that is useful for Ideogram 4 model training

Tutorial : https://youtu.be/TW3MRdd0MV4

Tool : Ultimate Image Captioner Pro https://www.patreon.com/SECourses/posts/ultimate-image-captioner-pro-162527725

Windows Requirements

Python 3.12.10, FFmpeg, CUDA 13 cuDNN 9.17, Git, Visual Studio Community Edition with Desktop Development with C++ (all checkboxes checked)

Make sure that your NVIDIA driver is updated (min 590+)

If you get any errors follow below video and its source link

https://youtu.be/DrhUHnYfwC0

https://www.patreon.com/posts/windows-requirements-tutorial-written-post

And you need NodeJs : https://nodejs.org/en/download

Install as just next next next no changes needed

Direct exe link : https://nodejs.org/dist/v22.20.0/node-v22.20.0-x64.msi

On RunPod and SimplePod add 8675, 8676 ports before starting machine to be able to access AI Toolkit interface from proxy

Ostris AI Toolkit Training Tutorial (for Z Image Turbo and others)

Video link : Full tutorial how to use and train published 4 December 2025 : https://youtu.be/ezD6QO14kRc

This section is made for Qwen Image training comprehensive tutorial video

First of all follow below requirements tutorial and make sure all requirements properly installed or updated

https://youtu.be/DrhUHnYfwC0

This is mandatory to watch and apply to not have any issues

Download the latest zip file from either attachments (down below) or Latest Zip File (at the top of the post)

The follow the tutorial video every step

Auxiliary tools are as below

Tool : Ultimate Image Captioner Pro https://www.patreon.com/SECourses/posts/ultimate-image-captioner-pro-162527725

Ultimate Batch Image Preprocessing app

https://www.patreon.com/posts/120352012

Batch Image Caption Editor app

https://www.patreon.com/posts/108992085

How to install and use SwarmUI with ComfyUI backend (mandatory to watch - recorded few days ago fully up-to-date)

https://youtu.be/c3gEoAyL2IE

We use manually installed ComfyUI backend which supports all the latest libraries and all GPUs

Extremely fast Hugging Face upload / download notebook (needed for Cloud training but can be used in Windows too)

https://youtu.be/X5WVZ0NMaTg

Click on Images to See Full Size - Screenshots