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Stable Diffusion web UI
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AUTOMATIC1111/stable-diffusion-webui
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1 4afaaf8 Nov 3, 2023
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View code
A browser interface based on Gradio library for Stable Diffusion.
- Original txt2img and img2img modes
- One click install and run script (but you still must install python and git)
- Outpainting
- Inpainting
- Color Sketch
- Prompt Matrix
- Stable Diffusion Upscale
- Attention, specify parts of text that the model should pay more attention to
- a man in a ((tuxedo)) – will pay more attention to tuxedo
- a man in a (tuxedo:1.21) – alternative syntax
- select text and press Ctrl+Up or Ctrl+Down (or Command+Up or Command+Down if you’re on a MacOS) to automatically adjust attention to selected text (code contributed by anonymous user)
- have as many embeddings as you want and use any names you like for them
- use multiple embeddings with different numbers of vectors per token
- works with half precision floating point numbers
- train embeddings on 8GB (also reports of 6GB working)
- GFPGAN, neural network that fixes faces
- CodeFormer, face restoration tool as an alternative to GFPGAN
- RealESRGAN, neural network upscaler
- ESRGAN, neural network upscaler with a lot of third party models
- SwinIR and Swin2SR (see here), neural network upscalers
- LDSR, Latent diffusion super resolution upscaling
- Adjust sampler eta values (noise multiplier)
- More advanced noise setting options
- parameters you used to generate images are saved with that image
- in PNG chunks for PNG, in EXIF for JPEG
- can drag the image to PNG info tab to restore generation parameters and automatically copy them into UI
- can be disabled in settings
- drag and drop an image/text-parameters to promptbox
- Can use a separate neural network to produce previews with almost none VRAM or compute requirement
- separate prompts using uppercase AND
- also supports weights for prompts: a cat :1.2 AND a dog AND a penguin :2.2
- hypernetworks and embeddings options
- Preprocessing images: cropping, mirroring, autotagging using BLIP or deepdanbooru (for anime)
Installation and Running
Make sure the required dependencies are met and follow the instructions available for:
- NVidia (recommended)
- AMD GPUs.
- Intel CPUs, Intel GPUs (both integrated and discrete) (external wiki page)
Alternatively, use online services (like Google Colab):
- List of Online Services
Installation on Windows 10/11 with NVidia-GPUs using release package
- Download sd.webui.zip from v1.0.0-pre and extract it’s contents.
- Run update.bat .
- Run run.bat .
Automatic Installation on Windows
- Install Python 3.10.6 (Newer version of Python does not support torch), checking “Add Python to PATH”.
- Install git.
- Download the stable-diffusion-webui repository, for example by running git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui.git .
- Run webui-user.bat from Windows Explorer as normal, non-administrator, user.
Automatic Installation on Linux
- Install the dependencies:
# Debian-based: sudo apt install wget git python3 python3-venv libgl1 libglib2.0-0 # Red Hat-based: sudo dnf install wget git python3 # Arch-based: sudo pacman -S wget git python3
- Navigate to the directory you would like the webui to be installed and execute the following command:
wget -q https://raw.githubusercontent.com/AUTOMATIC1111/stable-diffusion-webui/master/webui.sh
- Run webui.sh .
- Check webui-user.sh for options.
Installation on Apple Silicon
Find the instructions here.
A Hotel According To Nature
Set in 200 acres of rolling hills and green space, and just 30 mins south of London, Birch (Selsdon) is open to hotel guests, members, and foodies with a restaurant booking.
Here you’ll find bedrooms of all shapes and sizes . Two restaurants from Michelin-starred chef Lee Westcott. Three bars . Creative workshops like pottery or painting. An Art Deco Lido . A Wellness Space with daily classes and signature treatments. A co-working space. Oh and one of London’s largest rewilding projects .
Walk in wo und-up. Walk out all loosey-goosey.
Birch (Selsdon) is all about bringing people together and helping them reconnect. With each other, themselves, and their surroundings.
Nov & Dec highlights
Arrive hungry. Leave satisfied. From workshops and gigs, to talks and parties, here’s what’s going on at Birch…
Mon 13 Nov Market Garden
Market Garden Walk With Hayley
Working with the land and the gentle rhythms of nature the market garden grows biodiversity and supplies seasonal produce for our farm to table restaurant Elodie.
Sat & Sun CHILDS PLAY
Create, Play And Party For Kids
Fancy learning to master magic? A game of laser tag? Or even get crafty and graffiti your own t shirt? Want to do a activity that’s a little different? We’ve got you covered.
Weekly Pottery studio
Pottery Throwdown [Beginners]
Learn how to confidently use a pottery wheel and ‘throw’ your very own pot or bowl.
Sat 2 Dec Birchlings Hut
DIY Xmas Hampers
Make yourself a hamper full to the brim with cosy treats and gifts!
Every Fri Angelica
Taste Of Elodie Wine Tasting
Enjoy a selection of Wines that are on Elodie’s wine list and learn the who, the what, and the why it made the list.
Sat 2 Dec
Festive Makers Market
This One-Of-A-Kind Festive Makers Market and its open to all. Be sure to register.
Every Sat Print studio
Print Club: Xmas Introduction To Screen-Printing
Come join Kelly Christmas, the screen printing expert, for an informative and productive session at the Birch Print Studio.
Sat 18 Nov Orangery
Christmas Wreath & Natural Decoration Making
We will be making wreaths from foliage foraged on the grounds and natural Christmas decorations.
Every Fri Angelica bar
Angelica Lates – DJ And Cocktails
Perched next to Elodie, she’s the perfect place for pre-dinner drinks or a nightcap.
Sat 9 Dec Mansion house
Comedy Grotto Party – Christmas Special!
Tis the season for laughter and merriment at The Comedy House Party’s special Christmas extravaganza!
Sat 2 Dec Mansion house
U Ok Hun? Chritsmas Special
Get ready to step into a Christmas time capsule and relive the early noughties with a festive twist at the ultimate holiday quiz!
