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A simple GTK UI for Stable Diffusion.

Project description

The GTK Stable Diffusion is a very simple text-to-image tool. The tool is based on [GTK](https://en.wikipedia.org/wiki/GTK) UI framework and [Diffusers](https://github.com/huggingface/diffusers)’ [Stable Diffusion](https://en.wikipedia.org/wiki/Stable_Diffusion) text-to-image pipeline.

GTK Stable Diffusion aims just for fun. This means the tool is more focusing on ~~spells~~ prompts than many small adjustments and random generations.

Installation

GTK Stable Diffusion is easily installable via pip command: `bash pip install gtk_stable_diffusion ` or `bash pip install git+https://github.com/nazodane/gtk_stable_diffusion.git `

Note that the model weights are automatically downloaded via [BitTorrent magnet link](https://en.wikipedia.org/wiki/Magnet_URI_scheme) using [libtorrent](https://en.wikipedia.org/wiki/Libtorrent) and the model weights are automatically converted from original Stable Diffusion format to Diffusers format in the first launch of the tool.

Usage

`bash ~/.local/bin/gtk-stable-diffusion `

Note: ctrl+space will show the candidates of synonyms for prompt and antonyms for negative prompt

Requirements

  • Linux

  • Python 3.10 or later

  • CUDA 11.7 or later

  • DRAM 16GB or higher

  • RTX 3060 12GB or higher (the VRAM usage is currently over 8GB!)

Recommendations

  • Ubuntu 22.04 or later

  • DRAM 32GB or higher

  • NVMe SSD

  • Faster non-restricted internet connections

License

GTK Stable Diffusion codes are under Apache License 2.0. This is because we almost depend on Diffusers.

GTK and [its Python bindings are LGPL](https://www.gtk.org/docs/language-bindings/python) so we should carefully treat GTK-related codes.

Screenshot

![Screenshot Image](screenshot.png)

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