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About OneTrainer
OneTrainer is a training tool for diffusion models such as Stable Diffusion. It bundles presets and configurations for fine-tuning, LoRA training and embeddings, so you can train models on your own images on your own GPU.
It installs with scripts for Windows and Linux and is developed on GitHub with an active commit history. It suits people who train custom image models locally and want one tool for several training methods.
Strengths
- Covers several training methods in one tool
- Includes training presets and example configs
- Runs locally on your own GPU
Limitations
- Needs a capable GPU
- Training settings take time to learn
Details
- Pricing
- FreeFree to download and run, with source on GitHub.
- License
- Proprietary
- Developer
- Nerogar
- Platforms
- Windows, Linux
- How it runs
- Downloadable app
- Account
- Not required
- Works offline
- Yes
- Best suited for
- Training custom diffusion models and LoRAs on your own hardware
- Categories
- Local AI tools, AI developer tools
- Last verified
- Added
Alternatives to OneTrainer
Compare allSoftware that can replace OneTrainer for an important use case, and what changes if you switch.
Kohya's GUI
A local graphical interface for training LoRA models and fine-tuning Stable Diffusion image models.
Kohya's GUI is a graphical front end for Kohya's sd-scripts that trains LoRAs and Stable Diffusion fine-tunes on Windows or Linux, with presets and a Docker setup.
FluxGym
A simple local web interface for training FLUX LoRAs, with support for low-VRAM GPUs.
FluxGym offers a simpler local web interface that trains only FLUX LoRAs, works on low-VRAM GPUs, and has fewer options than OneTrainer.
Unsloth
A local interface and command-line tool for running and fine-tuning language and diffusion models.
Unsloth fine-tunes language and diffusion models through a local UI or CLI on Windows, macOS and Linux, focusing more on language models, and its license is not stated.
Similar software
Related functionality, not necessarily a direct replacement.
LTX-2
Open local video model that generates synchronized audio and video.
Open-Sora
An open-source video generation project releasing models, training code and tools for text-to-video.
Hugging Face Hub
A web platform for hosting, finding and sharing machine learning models, datasets and demo apps.
Label Studio
An open-source data labeling tool for building training datasets and reviewing AI output.
