The ultimate training toolkit for finetuning diffusion models
Trains LoRAs for current diffusion models from a config file, with a web UI.
alternatives to
Kohya's GUI
AI Toolkit and OneTrainer. 2 alternatives to Kohya's GUI, in Python. Compare fit, licence, stars and the latest signed release.
Side by side
| Tool | Fit | Stars | Licence | Terms | Self-hosted | Language | Latest | Last push |
|---|---|---|---|---|---|---|---|---|
| AI Toolkit | Partial | 12k | MIT | Open source | No | Python | none | 2026-10-19 |
| OneTrainer | Partial | 3.2k | AGPL-3.0 | Open source | No | Python | pre-upgrade | 2026-10-18 |
Every alternative
2 alternatives
OneTrainer is a one-stop solution for all your Diffusion training needs.
GUI and CLI trainer for LoRA and full diffusion fine-tuning with its own config format.
- Language
- Python
- Licence
- AGPL-3.0
- Stars
- 3.2k
- Latest
- pre-upgrade
- Last push
- 2026-10-18
Head to head
About Kohya's GUI
- Language
- Python
- Licence
- Apache-2.0
- Stars
- 13k
- Last push
- 2026-08-01