# Stable Diffusion web UI
A browser interface based on Gradio library for Stable Diffusion.
![](screenshot.png)
## Features
[Detailed feature showcase with images](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Features):
- 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)
- Loopback, run img2img processing multiple times
- X/Y/Z plot, a way to draw a 3 dimensional plot of images with different parameters
- Textual Inversion
- 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)
- 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 upscaler with a lot of third party models
- SwinIR and Swin2SR ([see here](https://github.com/AUTOMATIC1111/stable-diffusion-webui/pull/2092)), neural network upscalers
- LDSR, Latent diffusion super resolution upscaling
- Resizing aspect ratio options
- Sampling method selection
- Adjust sampler eta values (noise multiplier)
- More advanced noise setting options
- Interrupt processing at any time
- 4GB video card support (also reports of 2GB working)
- Correct seeds for batches
- Live prompt token length validation
- Generation parameters
- 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
- Read Generation Parameters Button, loads parameters in promptbox to UI
- Settings page
- Running arbitrary python code from UI (must run with `--allow-code` to enable)
- Mouseover hints for most UI elements
- Possible to change defaults/mix/max/step values for UI elements via text config
- Tiling support, a checkbox to create images that can be tiled like textures
- Progress bar and live image generation preview
- Can use a separate neural network to produce previews with almost none VRAM or compute requirement
- Negative prompt, an extra text field that allows you to list what you don't want to see in generated image
- Styles, a way to save part of prompt and easily apply them via dropdown later
- Variations, a way to generate same image but with tiny differences
- Seed resizing, a way to generate same image but at slightly different resolution
- CLIP interrogator, a button that tries to guess prompt from an image
- Prompt Editing, a way to change prompt mid-generation, say to start making a watermelon and switch to anime girl midway
- Batch Processing, process a group of files using img2img
- Img2img Alternative, reverse Euler method of cross attention control
- Highres Fix, a convenience option to produce high resolution pictures in one click without usual distortions
- Reloading checkpoints on the fly
- Checkpoint Merger, a tab that allows you to merge up to 3 checkpoints into one
- [Custom scripts](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Custom-Scripts) with many extensions from community
- [Composable-Diffusion](https://energy-based-model.github.io/Compositional-Visual-Generation-with-Composable-Diffusion-Models/), a way to use multiple prompts at once
- separate prompts using uppercase `AND`
- also supports weights for prompts: `a cat :1.2 AND a dog AND a penguin :2.2`
- No token limit for prompts (original stable diffusion lets you use up to 75 tokens)
- DeepDanbooru integration, creates danbooru style tags for anime prompts
- [xformers](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Xformers), major speed increase for select cards: (add `--xformers` to commandline args)
- via extension: [History tab](https://github.com/yfszzx/stable-diffusion-webui-images-browser): view, direct and delete images conveniently within the UI
- Generate forever option
- Training tab
- hypernetworks and embeddings options
- Preprocessing images: cropping, mirroring, autotagging using BLIP or deepdanbooru (for anime)
- Clip skip
- Hypernetworks
- Loras (same as Hypernetworks but more pretty)
- A sparate UI where you can choose, with preview, which embeddings, hypernetworks or Loras to add to your prompt
- Can select to load a different VAE from settings screen
- Estimated completion time in progress bar
- API
- Support for dedicated [inpainting model](https://github.com/runwayml/stable-diffusion#inpainting-with-stable-diffusion) by RunwayML
- via extension: [Aesthetic Gradients](https://github.com/AUTOMATIC1111/stable-diffusion-webui-aesthetic-gradients), a way to generate images with a specific aesthetic by using clip images embeds (implementation of [https://github.com/vicgalle/stable-diffusion-aesthetic-gradients](https://github.com/vicgalle/stable-diffusion-aesthetic-gradients))
- [Stable Diffusion 2.0](https://github.com/Stability-AI/stablediffusion) support - see [wiki](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Features#stable-diffusion-20) for instructions
- [Alt-Diffusion](https://arxiv.org/abs/2211.06679) support - see [wiki](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Features#alt-diffusion) for instructions
- Now without any bad letters!
- Load checkpoints in safetensors format
- Eased resolution restriction: generated image's domension must be a multiple of 8 rather than 64
- Now with a license!
- Reorder elements in the UI from settings screen
## Installation and Running
Make sure the required [dependencies](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Dependencies) are met and follow the instructions available for both [NVidia](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Install-and-Run-on-NVidia-GPUs) (recommended) and [AMD](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Install-and-Run-on-AMD-GPUs) GPUs.
Alternatively, use online services (like Google Colab):
- [List of Online Services](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Online-Services)
### Installation on Windows 10/11 with NVidia-GPUs using release package
1. Download `sd.webui.zip` from [v1.0.0-pre](https://github.com/AUTOMATIC1111/stable-diffusion-webui/releases/tag/v1.0.0-pre) and extract it's contents.
2. Run `update.bat`.
3. Run `run.bat`.
> For more details see [Install-and-Run-on-NVidia-GPUs](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Install-and-Run-on-NVidia-GPUs)
### Automatic Installation on Windows
1. Install [Python 3.10.6](https://www.python.org/downloads/release/python-3106/) (Newer version of Python does not support torch), checking "Add Python to PATH".
2. Install [git](https://git-scm.com/download/win).
3. Download the stable-diffusion-webui repository, for example by running `git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui.git`.
4. Run `webui-user.bat` from Windows Explorer as normal, non-administrator, user.
### Automatic Installation on Linux
1. Install the dependencies:
```bash
# Debian-based:
sudo apt install wget git python3 python3-venv
# Red
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stable-diffusion-webui-master (242个子文件)
webui.bat 2KB
webui-user.bat 84B
CODEOWNERS 657B
style.css 18KB
style.css 1KB
.eslintignore 48B
.git-blame-ignore-revs 55B
.gitignore 495B
licenses.html 36KB
footer.html 556B
extra-networks-card.html 419B
extra-networks-no-cards.html 119B
zoom.js 27KB
hints.js 14KB
ui.js 11KB
extraNetworks.js 10KB
imageviewer.js 8KB
contextMenus.js 6KB
progressbar.js 5KB
localization.js 5KB
profilerVisualization.js 5KB
script.js 5KB
edit-attention.js 5KB
dragdrop.js 4KB
aspectRatioOverlay.js 4KB
.eslintrc.js 3KB
extensions.js 3KB
token-counters.js 2KB
ui_settings_hints.js 2KB
imageviewerGamepad.js 2KB
prompt-bracket-checker.js 2KB
edit-order.js 2KB
notification.js 2KB
generationParams.js 1KB
imageMaskFix.js 1KB
hires_fix.js 886B
mobile.js 824B
textualInversion.js 441B
package.json 185B
CHANGELOG.md 17KB
README.md 11KB
pull_request_template.md 577B
test_embedding.png 478KB
screenshot.png 411KB
card-no-preview.png 82KB
img2img_basic.png 10KB
mask_basic.png 362B
model.pt 209KB
empty.pt 431B
ui.py 88KB
ddpm_edit.py 66KB
sd_hijack_ddpm_v1.py 66KB
processing.py 63KB
shared.py 49KB
swinir_model_arch_v2.py 45KB
uni_pc.py 37KB
swinir_model_arch.py 36KB
deepbooru_model.py 35KB
hypernetwork.py 35KB
api.py 34KB
xyz_grid.py 33KB
textual_inversion.py 30KB
images.py 30KB
ui_extensions.py 26KB
scripts.py 24KB
sd_hijack_optimizations.py 24KB
sd_models.py 23KB
sd_samplers_kdiffusion.py 22KB
esrgan_model_arch.py 18KB
ui_extra_networks.py 18KB
networks.py 17KB
webui.py 17KB
launch_utils.py 15KB
generation_parameters_copypaste.py 15KB
vqgan_arch.py 15KB
prompt_parser.py 15KB
script_callbacks.py 15KB
models.py 15KB
cmd_args.py 15KB
sd_hijack_clip.py 15KB
sd_hijack.py 14KB
outpainting_mk_2.py 13KB
ui_settings.py 12KB
sd_hijack_autoencoder.py 12KB
extras.py 11KB
scunet_model_arch.py 11KB
autocrop.py 11KB
codeformer_arch.py 11KB
sd_samplers_compvis.py 11KB
img2img.py 11KB
ui_common.py 10KB
dataset.py 10KB
preprocess.py 10KB
ldsr_model_arch.py 10KB
img2imgalt.py 9KB
esrgan_model.py 9KB
interrogate.py 8KB
image_embedding.py 8KB
ui_edit_user_metadata.py 8KB
ui_loadsave.py 8KB
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