A downloadable tool for Windows

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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
StatusReleased
CategoryTool
PlatformsWindows
AuthorMashed Mice
Tagsai, Creative, Graphical User Interface (GUI), image-generation, local, stable-diffusion, tool, training
Average sessionA few seconds
LanguagesEnglish

Purchase

Buy Now8.00€ EUR or more

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:

MashedMice_Trainer_v1.0.0.rar 2 GB
Version 1.0.0

Download demo

Download
LICENSE.txt 1.2 kB
Download
README.txt 2.1 kB

Development log

Comments

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Any chance this might just work with 8GB VRAM? Looks very interesting...

(1 edit)

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