安装路径要用短的纯英文路径，例如 D:\AI\AI-Toolkit\；运行前需把 NVIDIA 驱动更新到 v580 或更新；FFmpeg 通过 winget 安装，依赖系统有 winget 可用
AI-Toolkit-Easy-Install
Tavris1MIT活跃维护把 Ostris 的 AI-Toolkit 打包成 Windows 一键便携安装包，省去配环境、装依赖的麻烦，直接开跑 LoRA 和 Stable Diffusion 微调。
One-click Portable Windows installation of 'AI-Toolkit by Ostris'
0.6.6发布于 2026-11-02 23:54 UTC542star +1 / 7 天41fork同步于 2026-11-10 17:58 UTC
下载 AI-Toolkit-Easy-Install.zip，解压出 AI-Toolkit-Easy-Install.bat 到新文件夹后运行 硬件要求按 README 说明
README 只说明面向 Windows 与 NVIDIA GPU，并要求 NVIDIA 驱动升级到 v580 或更新；未给出具体显存要求，也未提及 CPU 运行或 AMD/Intel GPU 支持。
需要 CUDA
Windows 上一键便携安装 AI-Toolkit 的脚本，省去配 Python 和虚拟环境的麻烦
把 Ostris 的 AI-Toolkit 打包成 Windows 一键便携安装包，省去配环境、装依赖的麻烦，直接开跑 LoRA 和 Stable Diffusion 微调。
核心能力
- 用 .bat 一键装齐 Git、Node.js、FFmpeg、Python 等依赖
- 内置嵌入式 Python 3.12.10，无需系统 Python 和 VENV
- 预装 PyTorch 2.13.0 CUDA 13.0、Triton、FlashAttention 等训练依赖
- 启动后自动打开浏览器访问本地服务，并支持一键更新
- 桌面创建 AI-Toolkit 快捷方式，移动安装目录后自动修复
容易踩的坑
内容由模型根据 README 生成，可能不完整或不准确，以官方文档为准。看原文 README
- 0.6.6v0.6.6最新正式版2026-11-02 · 2026-11-02 23:54 UTC
What's New
- Fixed pip installation failures on clean Windows setups. Added clearer error messages and installation checks.
- 0.6.5v0.6.52026-10-27 · 2026-10-27 10:54 UTC
查看更新说明
What's New
- Added an 'AI-Toolkit' shortcut with a custom icon, created in the root folder and copied to the Desktop
- If the folder is moved or renamed, the shortcut in the root folder is automatically repaired on launch.
- The updated shortcut must be manually copied to the Desktop.
- assetsMedia Assets2026-10-25 · 2026-10-25 13:02 UTC
查看更新说明
Media assets for the installer. Do not delete.
- 0.6.3v0.6.32026-10-25 · 2026-10-25 09:25 UTC
查看更新说明
What's New
- New: a modern update dialog in Start-AI-Toolkit.bat.
- When a new version is available, it shows the number of new commits and the title of the latest one, with an UPDATE NOW button and a 5-second countdown.
- UPDATE NOW runs the update and then continues straight into starting the server.
- New: a modern update dialog in Start-AI-Toolkit.bat.
- 0.6.2v0.6.22026-10-24 · 2026-10-24 19:40 UTC
查看更新说明
What's New
- The installer now restarts itself without Administrator rights if it was started as Administrator.
- Blocks system folders and locations without write permission.
- Checks NVIDIA drivers (v580+ required for CUDA 13).
- Warns if paths contain non-English characters.
- Fixed paths containing
(,), or&in the installer and generated.batfiles. - Removed insecure download fallbacks; added checksum verification of the Python archive.
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AI-Toolkit-Easy-Install
One-click portable installer for "AI-Toolkit by Ostris"
An easy-to-use training suite for image and video diffusion models.
Windows • NVIDIA GPUs
✨ Features
Installer
| 🔧 Component | 📝 Note |
|---|---|
| Git |  - Latest (will install/update if needed) |
| Node.js |  - Latest (will install/update if needed) |
| FFmpeg 8 |  - Pinned to 8.0 (installed via winget) |
| Python |  - Embedded portable version |
| PyTorch |  |
| Triton |  - Latest compatible release for Torch 2.13.0 (pinned <3.8) |
| FlashAttention |  |
| torchcodec |  - Compatible version for Torch 2.13.0 |
| huggingface_hub[hf_xet] |  - Latest release |
| AI-Toolkit |  - Latest release |
Launcher
- Start everything via one
.batfile, which:- Opens your default browser once the local server is live
- Offers a one-click update when a new version is available, with a 5-second countdown
- Creates an AI-Toolkit shortcut on the Desktop
- Automatically repairs the original shortcut if the installation folder is moved or renamed
- Includes Update-AI-Toolkit for manual updates
🖥️ Installation
- 📥 DOWNLOAD LATEST VERSION
- Extract
AI-Toolkit-Easy-Install.batinto a new folder and run it
[!IMPORTANT]
- Use a short, English-only path (e.g.,
D:\AI\AI-Toolkit\).- Update NVIDIA drivers to v580 or newer.
❤️ Support Development
Enjoy the project? Your support helps keep it going.
