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About LightDiffusion

Welcome to LightDiffusion, a cutting-edge tool designed to generate high-quality images from text prompts. This project aims to simplify and enhance the process of creating stunning visuals using advanced machine learning techniques.

Project Overview

LightDiffusion is built on the principles of stability, efficiency, and user-friendliness. By leveraging state-of-the-art models and algorithms, it provides users with the ability to generate detailed and high-resolution images with minimal effort.

Key Features

  • Txt2Img and Img2Img: Generate images from text prompts or transform existing images.
  • Attention Syntax: Fine-tune the focus of your prompts for more precise results.
  • Hires-Fix: Enhance the resolution of generated images while preserving details.
  • GPU Optimization: Utilize GPU acceleration for faster image generation.
  • Xformers and Pytorch Optimization: Improved performance and efficiency.
  • Stable-Fast Implementation: Achieve up to 70% speedup with optimized model inference.
  • FP16 and FP32 Precision Support: Choose between different precision levels for your models.
  • GUI: User-friendly graphical interface for easy interaction.
  • Automatic Prompt-Enhancing: Enhance your prompts automatically with advanced algorithms.
  • Discord Bot Integration: Use LightDiffusion directly within Discord.

Installation

To get started with LightDiffusion, follow the installation guide which provides detailed steps for setting up the project on your system.

Usage

LightDiffusion offers a variety of features and customization options. Refer to the Prompting Guide and HiresFix & Adetailer Guide for detailed instructions on how to use these features effectively.

Community and Support

Join our community on GitHub to share your creations, report issues, and contribute to the project. Check out the FAQ for common questions and troubleshooting tips.

Contributing

We welcome contributions from the community. If you’re interested in contributing, please read our contributing guidelines to get started.

License

LightDiffusion is released under the MIT License. Feel free to use, modify, and distribute this software in accordance with the license terms.

Thank you for using LightDiffusion! We hope you enjoy creating amazing visuals with our tool.