Open-source toolkit for training LoRAs, now with MOSS Image support, and it also works on macOS.
Open-source GUI and CLI training suite for fine-tuning image and video diffusion models, including LoRAs, on consumer GPUs.
Updated EU status checked Last shown
AI Toolkit at a glance
- What is AI Toolkit?
- AI Toolkit is a library from Ostris. Open-source GUI and CLI training suite for fine-tuning image and video diffusion models, including LoRAs, on consumer GPUs.
- Who makes AI Toolkit?
- AI Toolkit is made by Ostris.
- Does AI Toolkit work in the EU?
- Available in the EU. MIT-licensed code that can be downloaded and run locally anywhere, with no regional restrictions. Individual base models may carry their own licenses. Last verified 14 Nov 2026.
- How much does AI Toolkit cost?
- Open source, open source. Free, open-source software; users supply their own hardware or compute. Licence: MIT.
- Where was AI Toolkit shown?
- In 2 creator videos by AI Search. Most recently by AI Search on 20 Oct 2026, at 20:26 in “New top local AI image generator is here!”.
Sources: the vendor's own pages (linked above) and creator videos at the linked timestamps. EU status is information, not legal advice; see how we check.
AI Toolkit, developed by Ostris, is a training suite for diffusion models. It can be run as a GUI or from the command line, and aims to support recent image and video models on consumer-grade hardware. The project is MIT-licensed and hosted on GitHub.
The README lists a long set of supported base models. Image models include FLUX.1, FLUX.2, Qwen-Image, Z-Image, HiDream, Chroma, Lumina2, SDXL, SD 1.5 and MOSS-Image. Instruction/edit models include FLUX.1 Kontext and Qwen-Image-Edit, and video models include the Wan 2.1 and 2.2 families. Edit-capable models are trained with control images in the dataset. A YouTube creator also notes that it works on macOS.
It is aimed at hobbyists and practitioners who want to train LoRAs or fine-tunes locally. Base-model weights are downloaded separately from Hugging Face and remain under their own licenses, which may impose restrictions independent of the toolkit's MIT license.
- GUI and CLI interfaces
- Trains LoRAs and fine-tunes for diffusion models
- Supports many image, instruction/edit and video models (FLUX, Qwen-Image, Z-Image, Wan, etc.)
- Designed for consumer-grade hardware
- Edit-model training via control images in the dataset
- Free and open source (MIT)
As seen on YouTube
Watch the moment: the exact second top creators show it. Videos load only when you press play, via youtube-nocookie.com.
LoRA training toolkit that has already added support for MiniMax H3, so users can train their own LoRAs. The creator calls the topic technical and out of scope.
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