Kohya’s GUI
GUI for training LoRA, DreamBooth and fine-tunes for SD, SDXL and FLUX.
- Star 数
- 12.6K
- Fork 数
- 1.6K
- 未关闭 Issue
- 538
- 最近提交
- 2026-08-01
数据来自 GitHub API · 更新于 2026-10-15
Kohya’s GUI 是什么？
Kohya’s GUI wraps kohya-ss/sd-scripts in a Gradio interface for training LoRA, LyCORIS, DreamBooth and full fine-tunes, with dataset captioning tools.
主要功能
- LoRA, DreamBooth and fine-tune training
- SD1.5, SDXL and FLUX support
- Captioning utilities
- Saved training presets
系统要求
- 平台
- Windows · Linux
- 显卡
- NVIDIA
- 显存
- 8 GB+ for SD1.5 LoRA; 12–24 GB for SDXL/FLUX
- Python
- 3.10/3.11
如何安装 Kohya’s GUI
根据项目 README 整理。开源项目更新很快，请以 GitHub 页面上的最新说明为准。
Windows
- 1Clone and run setup.
git clone --recursive https://github.com/bmaltais/kohya_ss.git cd kohya_ss .\setup.bat - 2Launch the GUI.
.\gui.bat
Linux
- 1Clone, set up and launch.
git clone --recursive https://github.com/bmaltais/kohya_ss.git cd kohya_ss ./setup.sh ./gui.sh
优势
- Most popular LoRA trainer
- Many options
不足
- Lots of settings to learn
Kohya’s GUI 替代品对比
| 软件 | Star 数 | 许可证 | 平台 | 显存 |
|---|---|---|---|---|
| Kohya’s GUI GUI for training LoRA, DreamBooth and fine-tunes for SD, SDXL and FLUX. | 12.6K | Apache-2.0 | 8 GB+ for SD1.5 LoRA; 12–24 GB for SDXL/FLUX | |
| OneTrainer One-stop trainer for diffusion models with a desktop UI. | 3.2K | AGPL-3.0 | 8 GB+ | |
| AI Toolkit Ostris’ training suite for FLUX, video and image model LoRAs. | 12.3K | MIT | 24 GB recommended for FLUX | |
| Unsloth Fine-tune LLMs 2× faster with up to 70% less memory. | 78K | Apache-2.0 | 3 GB+ depending on model size | |
| Axolotl Config-driven LLM fine-tuning for many models and techniques. | 12.6K | Apache-2.0 | — | |
| LLaMA-Factory Unified fine-tuning for 100+ LLMs and VLMs with a no-code web UI. | 75.5K | Apache-2.0 | — |
相关模型
常见问题
Kohya’s GUI 免费吗？
是的——Kohya’s GUI 是开源软件，采用 Apache-2.0 许可证。商用前请确认软件及模型权重的许可条款。
Kohya’s GUI 支持 Windows、Mac 和 Linux 吗？
Kohya’s GUI 支持：Windows, Linux。
运行 Kohya’s GUI 需要什么配置？
NVIDIA. VRAM: 8 GB+ for SD1.5 LoRA; 12–24 GB for SDXL/FLUX
如何安装 Kohya’s GUI？
1. Clone and run setup. 2. Launch the GUI.
Kohya’s GUI 有哪些好的替代品？
常见替代品包括 OneTrainer, AI Toolkit, Unsloth, Axolotl，详见本页对比表。