Mashed Mice - Local AI trainer for Stable Diffusion
A downloadable tool for Windows
Mashed Mice Fine-Tuner (for Stable Diffusion)
Version: 1.0.0
This tool lets you fine-tune your own Stable Diffusion model using your own image dataset.
The training is 100% local — no internet connection is required after setup.
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HOW TO USE:
1. Download a compatible Stable Diffusion model from https://huggingface.co/.
2. Prepare a dataset folder with square PNG images (e.g., 512x512, 640x640, etc).
3. Launch the app and:
- Select the model folder (must contain the model files like `unet`, `vae`, `text_encoder`, etc).
- Select the dataset folder (your images).
- Select where you want to save the fine-tuned model.
4. Adjust training settings or use the Quick Setup button to auto-calculate safe defaults.
5. Click "Start Training" and follow the live progress.
Samples will be generated during training (if enabled), and logs will be saved along with your model.
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HELPFUL STUFF:
If You're looking for a free and local dataset editor, here's a custom made tool designed specifically for this trainer, but it will work for any square-sized dataset:
https://mashed-mice.itch.io/mashed-mice-dataset-prepper
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REQUIREMENTS:
- Windows PC with a CUDA-compatible GPU (e.g. RTX 3060/4060 or better)
- Tested on: GeForce RTX 4060 16GB VRAM GPU
- Recommended: 16GB system RAM or more
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LICENSE INFORMATION:
This software is licensed under the MIT License.
Copyright (c) 2025 Joel Sandström
This app uses the `diffusers` library by Hugging Face,
licensed under the Apache License 2.0:
https://github.com/huggingface/diffusers/blob/main/LICENSE
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DISCLAIMER:
This software is provided "as-is" without warranty.
Use at your own risk.
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Updated | 1 day ago |
Published | 2 days ago |
Status | Released |
Category | Tool |
Platforms | Windows |
Author | Mashed Mice |
Tags | ai, Creative, Graphical User Interface (GUI), image-generation, local, stable-diffusion, tool, training |
Average session | A few seconds |
Languages | English |
Purchase
In order to download this tool you must purchase it at or above the minimum price of 8.00€ EUR. You will get access to the following files:
Download demo
Development log
- Launch night!2 days ago
Comments
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Any chance this might just work with 8GB VRAM? Looks very interesting...
I did use a 8GB VRAM GPU when i started the development of the trainer, but quickly found out its insufficient. I'm sorry, but as far as I can tell, You'll need at least a GPU with 12GB of video RAM. I myself got a RTX 4060 GPU with 16 GB VRAM specifically to run this.
OK. Very best of luck with it.
Thank you. Maybe I could interest you in this free dataset prepper tool instead. It's usable for any similar trainer using square-image datasets: https://mashed-mice.itch.io/mashed-mice-dataset-prepper