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A browser interface based on Gradio library for Stable Diffusion.

Detailed feature showcase with images:

• Original txt2img and img2img modes
• One click install and run script (but you still must install python and git)
• Outpainting
• Inpainting
• Prompt matrix
• Stable Diffusion upscale
• Attention
• Loopback
• X/Y plot
• Textual Inversion
• Extras tab with:
  • GFPGAN, neural network that fixes faces
  • CodeFormer, face restoration tool as an alternative to GFPGAN
  • RealESRGAN, neural network upscaler
  • ESRGAN, neural network with a lot of third party models
  • SwinIR, neural network upscaler
  • LDSR, Latent diffusion super resolution upscaling
• Resizing aspect ratio options
• Sampling method selection
• Interrupt processing at any time
• 4GB video card support
• Correct seeds for batches
• Prompt length validation
• Generation parameters added as text to PNG
• Tab to view an existing picture's generation parameters
• Settings page
• Running custom code from UI
• Mouseover hints for most UI elements
• Possible to change defaults/mix/max/step values for UI elements via text config
• Random artist button
• Tiling support: UI checkbox to create images that can be tiled like textures
• Progress bar and live image generation preview
• Negative prompt
• Styles
• Variations
• Seed resizing
• CLIP interrogator
• Prompt Editing
• Batch Processing
• Img2img Alternative
• Highres Fix
• LDSR Upscaling

Make sure the requireddependencies are met and follow the instructions available for bothNVidia (recommended) andAMD GPUs.

Alternatively, use Google Colab:

• Colab, maintained by Akaibu
• Colab, original by me, outdated.

1. InstallPython 3.10.6, checking "Add Python to PATH"
2. Installgit.
3. Download the stable-diffusion-webui repository, for example by runninggit clone https://github.com/AUTOMATIC1111/stable-diffusion-webui.git.
4. Placemodel.ckpt in themodels directory (seedependencies for where to get it).
5. (Optional) PlaceGFPGANv1.4.pth in the base directory, alongsidewebui.py (seedependencies for where to get it).
6. Runwebui-user.bat from Windows Explorer as normal, non-administrator, user.

1. Install the dependencies:

# Debian-based:sudo apt install wget git python3 python3-venv# Red Hat-based:sudo dnf install wget git python3# Arch-based:sudo pacman -S wget git python3

2. To install in/home/$(whoami)/stable-diffusion-webui/, run:

bash<(wget -qO- https://raw.githubusercontent.com/AUTOMATIC1111/stable-diffusion-webui/master/webui.sh)

Find the instructionshere.

The documentation was moved from this README over to the project'swiki.

• Stable Diffusion -https://github.com/CompVis/stable-diffusion,https://github.com/CompVis/taming-transformers
• k-diffusion -https://github.com/crowsonkb/k-diffusion.git
• GFPGAN -https://github.com/TencentARC/GFPGAN.git
• CodeFormer -https://github.com/sczhou/CodeFormer
• ESRGAN -https://github.com/xinntao/ESRGAN
• SwinIR -https://github.com/JingyunLiang/SwinIR
• LDSR -https://github.com/Hafiidz/latent-diffusion
• Ideas for optimizations -https://github.com/basujindal/stable-diffusion
• Doggettx - Cross Attention layer optimization -https://github.com/Doggettx/stable-diffusion, original idea for prompt editing.
• Idea for SD upscale -https://github.com/jquesnelle/txt2imghd
• Noise generation for outpainting mk2 -https://github.com/parlance-zz/g-diffuser-bot
• CLIP interrogator idea and borrowing some code -https://github.com/pharmapsychotic/clip-interrogator
• Initial Gradio script - posted on 4chan by an Anonymous user. Thank you Anonymous user.
• (You)