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.github/FUNDING.yml vendored Normal file
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# These are supported funding model platforms
ko_fi: cmdr2_stablediffusion_ui

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CONTRIBUTING.md Normal file
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Hi there, these instructions are meant for the developers of this project.
If you only want to use the Stable Diffusion UI, you've downloaded the wrong file. In that case, please download and follow the instructions at https://github.com/cmdr2/stable-diffusion-ui#installation
Thanks
# For developers:
If you would like to contribute to this project, there is a discord for dicussion:
[![Discord Server](https://badgen.net/badge/icon/discord?icon=discord&label)](https://discord.com/invite/u9yhsFmEkB)
## Development environment for UI (frontend and server) changes
This is in-flux, but one way to get a development environment running for editing the UI of this project is:
(swap `.sh` or `.bat` in instructions depending on your environment, and be sure to adjust any paths to match where you're working)
1) `git clone` the repository, e.g. to `/projects/stable-diffusion-ui-repo`
2) Download the pre-built end user archive from the link on github, and extract it, e.g. to `/projects/stable-diffusion-ui-archive`
3) `cd /projects/stable-diffusion-ui-archive` and run the script to set up and start the project, e.g. `start.sh`
4) Check you can view and generate images on `localhost:9000`
5) Close the server, and edit `/projects/stable-diffusion-ui-archive/scripts/on_env_start.sh`
6) Comment out the line near the bottom that copies the `files/ui` folder, e.g. `cp -Rf sd-ui-files/ui ui` for `.sh` or `@xcopy sd-ui-files\ui ui /s /i /Y` for `.bat`
7) Comment out the line at the top of `/projects/stable-diffusion-ui-archive/scripts/on_sd_start.sh` that copies `on_env_start`. For e.g. `@copy sd-ui-files\scripts\on_env_start.bat scripts\ /Y`
8) Delete the current `ui` folder at `/projects/stable-diffusion-ui-archive/ui`
9) Now make a symlink between the repository clone (where you will be making changes) and this archive (where you will be running stable diffusion):
`ln -s /projects/stable-diffusion-ui-repo/ui /projects/stable-diffusion-ui-archive/ui`
or for Windows
`mklink /D \projects\stable-diffusion-ui-archive\ui \projects\stable-diffusion-ui-repo\ui` (link name first, source repo dir second)
9) Run the archive again `start.sh` and ensure you can still use the UI.
10) Congrats, now any changes you make in your repo `ui` folder are linked to this running archive of the app and can be previewed in the browser.
Check the `ui/frontend/build/README.md` for instructions on running and building the React code.
## Development environment for Installer changes
Build the Windows installer using Windows, and the Linux installer using Linux. Don't mix the two, and don't use WSL. An Ubuntu VM is fine for building the Linux installer on a Windows host.
1. Install Miniconda 3 or Anaconda.
2. Install `conda install -c conda-forge -y conda-pack`
3. Open the Anaconda Prompt. Do not use WSL if you're building for Windows.
4. Run `build.bat` or `./build.sh` depending on whether you're in Windows or Linux.
5. Compress the `stable-diffusion-ui` folder created inside the `dist` folder. Make a `zip` for Windows, and `tar.xz` for Linux (smaller files, and Linux users already have tar).
6. Make a new GitHub release and upload the Windows and Linux installer builds.

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How to install and run.txt
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Congrats on downloading Stable Diffusion UI, version 2!
If you haven't downloaded Stable Diffusion UI yet, please download from https://github.com/cmdr2/stable-diffusion-ui
If you haven't downloaded Stable Diffusion UI yet, please download from https://github.com/cmdr2/stable-diffusion-ui#installation
After downloading, to install please follow these instructions:

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README BEFORE YOU RUN THIS.txt Normal file
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Hi there,
What you have downloaded is meant for the developers of this project, not for users.
If you only want to use the Stable Diffusion UI, you've downloaded the wrong file.
Please download and follow the instructions at https://github.com/cmdr2/stable-diffusion-ui#installation
Thanks

31
README.md
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# Stable Diffusion UI - v2 (beta)
### A simple way to install and use [Stable Diffusion](https://github.com/CompVis/stable-diffusion) on your own computer (Win 10/11, Linux). No dependencies or technical knowledge required.
# Stable Diffusion UI v2
### A simple 1-click way to install and use [Stable Diffusion](https://github.com/CompVis/stable-diffusion) on your own computer. No dependencies or technical knowledge required.
[![Discord Server](https://badgen.net/badge/icon/discord?icon=discord&label)](https://discord.com/invite/u9yhsFmEkB) (for support, and development discussion)
<p float="left">
<a href="#installation"><img src="https://github.com/cmdr2/stable-diffusion-ui/raw/develop/media/download-win.png" width="200" /></a>
<a href="#installation"><img src="https://github.com/cmdr2/stable-diffusion-ui/raw/develop/media/download-linux.png" width="200" /></a>
</p>
[![Discord Server](https://badgen.net/badge/icon/discord?icon=discord&label)](https://discord.com/invite/u9yhsFmEkB) (for support, and development discussion) | [Troubleshooting guide for common problems](Troubleshooting.md)
️‍🔥🎉 **New!** Face Correction (GFPGAN) and Upscaling (RealESRGAN) have been added!
# Features in the new v2 Version:
- **No Dependencies or Technical Knowledge Required**: 1-click install for Windows 10/11 and Linux. *No dependencies*, no need for WSL or Docker or Conda or technical setup. Just download and run!
- **Face Correction (GFPGAN) and Upscaling (RealESRGAN)**
- **Image Modifiers**: A library of *modifier tags* like *"Realistic"*, *"Pencil Sketch"*, *"ArtStation"* etc. Experiment with various styles quickly.
- **New UI**: with cleaner design
- Supports "*Text to Image*" and "*Image to Image*"
@ -21,18 +29,20 @@
You do not need anything else. You do not need WSL, Docker or Conda. The installer will take care of it.
# Installation
1. Download [for Windows](https://drive.google.com/file/d/1MY5gzsQHV_KREbYs3gw33QL4gGIlQRqj/view?usp=sharing) or [for Linux](https://drive.google.com/file/d/1Gwz1LVQUCart8HhCjrmXkS6TWKbTsLsR/view?usp=sharing) (this will be hosted on GitHub in the future).
1. **Download** [for Windows](https://github.com/cmdr2/stable-diffusion-ui/releases/download/v2.05/stable-diffusion-ui-win64.zip) or [for Linux](https://github.com/cmdr2/stable-diffusion-ui/releases/download/v2.05/stable-diffusion-ui-linux.tar.xz).
2. Extract:
2. **Extract**:
- For Windows: After unzipping the file, please move the `stable-diffusion-ui` folder to your `C:` (or any drive like D: at the top root level). For e.g. `C:\stable-diffusion-ui`. This will avoid a common problem with Windows (of file path length limits).
- For Linux: After extracting the .tar.xz file, please open a terminal, and go to the `stable-diffusion-ui` directory.
3. Run:
3. **Run**:
- For Windows: `Start Stable Diffusion UI.cmd` by double-clicking it.
- For Linux: In the terminal, run `./start.sh` (or `bash start.sh`)
This will automatically install Stable Diffusion, set it up, and start the interface. No additional steps are needed.
**To Uninstall:** Just delete the `stable-diffusion-ui` folder, to uninstall all the downloaded packages.
# Usage
Open http://localhost:9000 in your browser (after running step 3 previously).
@ -47,12 +57,14 @@ Open http://localhost:9000 in your browser (after running step 3 previously).
2. An optional text prompt can help you further describe the kind of image you want to generate.
3. Press `Make Image`. See the image generated using your prompt.
You can use Face Correction or Upscaling to improve the image further.
**Pro tip:** You can also click `Use as Input` on a generated image, to use it as the input image for your next generation. This can be useful for sequentially refining the generated image with a single click.
**Another tip:** Images with the same aspect ratio of your generated image work best. E.g. 1:1 if you're generating images sized 512x512.
## Problems?
Please ask on the new [discord server](https://discord.com/invite/u9yhsFmEkB), or [file an issue](https://github.com/cmdr2/stable-diffusion-ui/issues) if this did not work for you (after trying the common [troubleshooting](#troubleshooting) steps)!
## Problems? Troubleshooting
Please try the common [troubleshooting](Troubleshooting.md) steps. If that doesn't fix it, please ask on the [discord server](https://discord.com/invite/u9yhsFmEkB), or [file an issue](https://github.com/cmdr2/stable-diffusion-ui/issues).
# Advanced Settings
You can also set the configuration like `seed`, `width`, `height`, `num_outputs`, `num_inference_steps` and `guidance_scale` using the 'show' button next to 'Advanced settings'.
@ -61,9 +73,6 @@ Use the same `seed` number to get the same image for a certain prompt. This is u
![Screenshot of advanced settings](media/config-v5.jpg?raw=true)
# Troubleshooting
The [Troubleshooting wiki page](https://github.com/cmdr2/stable-diffusion-ui/wiki/Troubleshooting) contains some common errors and their solutions. Please check that, and if it doesn't work, feel free to ask on the [discord server](https://discord.com/invite/u9yhsFmEkB) or [file an issue](https://github.com/cmdr2/stable-diffusion-ui/issues).
# What is this? Why no Docker?
This version is a 1-click installer. You don't need WSL or Docker or anything beyond a working NVIDIA GPU with an updated driver. You don't need to use the command-line at all. Even if you don't have a compatible GPU, you can run it on your CPU (albeit very slowly).

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Common issues and their solutions. If these solutions don't work, please feel free to ask at the [discord server](https://discord.com/invite/u9yhsFmEkB) or [file an issue](https://github.com/cmdr2/stable-diffusion-ui/issues).
## RuntimeError: CUDA out of memory
This can happen if your PC has less than 6GB of VRAM.
Try disabling the "Turbo mode" setting under "Advanced Settings", since that takes an additional 1 GB of VRAM (to increase the speed).
Additionally, a common reason for this error is that you're using an initial image larger than 768x768 pixels. Try using a smaller initial image.
Also try generating smaller sized images.
## No ldm found, or antlr4 or any other missing module, or ClobberError: This transaction has incompatible packages due to a shared path
On Windows, please ensure that you had placed the `stable-diffusion-ui` folder after unzipping to the root of C: or D: (or any drive). For e.g. `C:\stable-diffusion-ui`. **Note:** This has to be done **before** you start the installation process. If you have already installed (and are facing this error), please delete the installed folder, and start fresh by unzipping and placing the folder at the top of your drive.
This error can also be caused if you already have conda/miniconda/anaconda installed, due to package conflicts. Please open your Anaconda Prompt, and run `conda clean --all` to clean up unused packages.
If nothing works, this could be due to a corrupted installation. Please try reinstalling this, by deleting the installed folder, and unzipping from the downloaded zip file.
## Green image generated
This usually happens if you're running NVIDIA 1650 or 1660 Super. To solve this, please close and run the Stable Diffusion command on your computer. If you're using the older Docker-based solution (v1), please upgrade to v2: https://github.com/cmdr2/stable-diffusion-ui/tree/v2#installation
If you're still seeing this error, please try enabling "Full Precision" under "Advanced Settings" in the Stable Diffusion UI.
## './docker-compose.yml' is invalid:
> ERROR: The Compose file './docker-compose.yml' is invalid because:
> services.stability-ai.deploy.resources.reservations value Additional properties are not allowed ('devices' was unexpected)
Please ensure you have `docker-compose` version 1.29 or higher. Check `docker-compose --version`, and if required [update it to 1.29](https://docs.docker.com/compose/install/). (Thanks [HVRyan](https://github.com/HVRyan))
## RuntimeError: Found no NVIDIA driver on your system:
If you have an NVIDIA GPU and the latest [NVIDIA driver](http://www.nvidia.com/Download/index.aspx), please ensure that you've installed [nvidia-container-toolkit](https://stackoverflow.com/a/58432877). (Thanks [u/exintrovert420](https://www.reddit.com/user/exintrovert420/))
## Some other process is already running at port 9000 / port 9000 could not be bound
You can override the port used. Please change `docker-compose.yml` inside the project directory, and update the line `9000:9000` to `1337:9000` (where 1337 is whichever port number you want).
After doing this, please restart your server, by running `./server restart`.
After this, you can access the server at `http://localhost:1337` (where 1337 is the new port you specified earlier).
## RuntimeError: CUDA error: unknown error
Please ensure that you have an NVIDIA GPU and the latest [NVIDIA driver](http://www.nvidia.com/Download/index.aspx), and that you've installed [nvidia-container-toolkit](https://stackoverflow.com/a/58432877).
Also, if you are using WSL (Windows), please ensure you have the latest WSL kernel by running `wsl --shutdown` and then `wsl --update`. (Thanks [AndrWeisR](https://github.com/AndrWeisR))

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build.bat
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@echo off
@echo "Hi there, what you are running is meant for the developers of this project, not for users." & echo.
@echo "If you only want to use the Stable Diffusion UI, you've downloaded the wrong file."
@echo "Please download and follow the instructions at https://github.com/cmdr2/stable-diffusion-ui#installation" & echo.
@echo "If you are actually a developer of this project, please type Y and press enter" & echo.
set /p answer=Are you a developer of this project (Y/N)?
if /i "%answer:~,1%" NEQ "Y" exit /b
@mkdir dist\stable-diffusion-ui
@echo "Downloading components for the installer.."

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#!/bin/bash
printf "Hi there, what you are running is meant for the developers of this project, not for users.\n\n"
printf "If you only want to use the Stable Diffusion UI, you've downloaded the wrong file.\n"
printf "Please download and follow the instructions at https://github.com/cmdr2/stable-diffusion-ui#installation\n\n"
printf "If you are actually a developer of this project, please type Y and press enter\n\n"
read -p "Are you a developer of this project (Y/N) " yn
case $yn in
[Yy]* ) ;;
* ) exit;;
esac
mkdir -p dist/stable-diffusion-ui
echo "Downloading components for the installer.."
@ -23,11 +34,13 @@ tar -xf ../../installer.tar -C installer
mkdir scripts
cp ../../scripts/on_env_start.sh scripts/
cp "../../scripts/start.sh" .
cp ../../scripts/start.sh .
cp ../../LICENSE .
cp "../../CreativeML Open RAIL-M License" .
cp "../../How to install and run.txt" .
chmod u+x start.sh
echo "Build ready. Zip the 'dist/stable-diffusion-ui' folder."
echo "Cleaning up.."

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scripts/on_env_start.bat
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@echo. & echo "Stable Diffusion UI" & echo.
@echo off
@echo. & echo "Stable Diffusion UI - v2" & echo.
@cd ..
if exist "scripts\config.bat" (
@call scripts\config.bat
)
if "%update_branch%"=="" (
set update_branch=main
)
@>nul grep -c "conda_sd_ui_deps_installed" scripts\install_status.txt
@if "%ERRORLEVEL%" NEQ "0" (
for /f "tokens=*" %%a in ('python -c "import os; parts = os.getcwd().split(os.path.sep); print(len(parts))"') do if "%%a" NEQ "2" (
echo. & echo "!!!! WARNING !!!!" & echo.
echo "Your 'stable-diffusion-ui' folder is at %cd%" & echo.
echo "The 'stable-diffusion-ui' folder needs to be at the top of your drive, for e.g. 'C:\stable-diffusion-ui' or 'D:\stable-diffusion-ui' etc."
echo "Not placing this folder at the top of a drive can cause errors on some computers."
echo. & echo "Recommended: Please close this window and move the 'stable-diffusion-ui' folder to the top of a drive. For e.g. 'C:\stable-diffusion-ui'. Then run the installer again." & echo.
echo "Not Recommended: If you're sure that you want to install at the current location, please press any key to continue." & echo.
pause
)
)
@>nul grep -c "sd_ui_git_cloned" scripts\install_status.txt
@if "%ERRORLEVEL%" EQU "0" (
@echo "Stable Diffusion UI's git repository was already installed. Updating.."
@echo "Stable Diffusion UI's git repository was already installed. Updating from %update_branch%.."
@cd sd-ui-files
@call git reset --hard
@call git checkout "%update_branch%"
@call git pull
@cd ..
) else (
@echo. & echo "Downloading Stable Diffusion UI.." & echo.
@echo "Using the %update_branch% channel" & echo.
@call git clone https://github.com/cmdr2/stable-diffusion-ui.git sd-ui-files && (
@call git clone -b "%update_branch%" https://github.com/cmdr2/stable-diffusion-ui.git sd-ui-files && (
@echo sd_ui_git_cloned >> scripts\install_status.txt
) || (
@echo "Error downloading Stable Diffusion UI. Please try re-running this installer. If it doesn't work, please copy the messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB or file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues"
@echo "Error downloading Stable Diffusion UI. Sorry about that, please try to:" & echo " 1. Run this installer again." & echo " 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md" & echo " 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB" & echo " 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues" & echo "Thanks!"
pause
@exit /b
)
)
@xcopy sd-ui-files\ui ui /s /i /Y
@xcopy sd-ui-files\scripts scripts /s /i /Y
@copy sd-ui-files\scripts\on_sd_start.bat scripts\ /Y
@copy "sd-ui-files\scripts\Start Stable Diffusion UI.cmd" . /Y
@call scripts\on_sd_start.bat
@pause

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scripts/on_env_start.sh
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#!/bin/bash
printf "\n\nStable Diffusion UI\n\n"
if [ -f "scripts/config.sh" ]; then
source scripts/config.sh
fi
if [ "$update_branch" == "" ]; then
export update_branch="main"
fi
if [ -f "scripts/install_status.txt" ] && [ `grep -c sd_ui_git_cloned scripts/install_status.txt` -gt "0" ]; then
echo "Stable Diffusion UI's git repository was already installed. Updating.."
echo "Stable Diffusion UI's git repository was already installed. Updating from $update_branch.."
cd sd-ui-files
git reset --hard
git checkout "$update_branch"
git pull
cd ..
else
printf "\n\nDownloading Stable Diffusion UI..\n\n"
printf "Using the $update_branch channel\n\n"
if git clone https://github.com/cmdr2/stable-diffusion-ui.git sd-ui-files ; then
if git clone -b "$update_branch" https://github.com/cmdr2/stable-diffusion-ui.git sd-ui-files ; then
echo sd_ui_git_cloned >> scripts/install_status.txt
else
printf "\n\nError downloading Stable Diffusion UI. Please try re-running this installer. If it doesn't work, please copy the messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB or file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues\n\n"
printf "\n\nError downloading Stable Diffusion UI. Sorry about that, please try to:\n 1. Run this installer again.\n 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md\n 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB\n 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues\nThanks!\n\n"
read -p "Press any key to continue"
exit
fi
fi
cp -Rf sd-ui-files/ui ui
cp -Rf sd-ui-files/scripts/* scripts/
cp "scripts/start.sh" .
rm -rf ui
cp -Rf sd-ui-files/ui .
cp sd-ui-files/scripts/on_sd_start.sh scripts/
cp sd-ui-files/scripts/start.sh .
./scripts/on_sd_start.sh
read -p "Press any key to continue"

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scripts/on_sd_start.bat
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@ -1,4 +1,11 @@
@set cmd_had_error=F
@echo off
@copy sd-ui-files\scripts\on_env_start.bat scripts\ /Y
@REM Caution, this file will make your eyes and brain bleed. It's such an unholy mess.
@REM Note to self: Please rewrite this in Python. For the sake of your own sanity.
@call python -c "import os; import shutil; frm = 'sd-ui-files\\ui\\hotfix\\9c24e6cd9f499d02c4f21a033736dabd365962dc80fe3aeb57a8f85ea45a20a3.26fead7ea4f0f843f6eb4055dfd25693f1a71f3c6871b184042d4b126244e142'; dst = os.path.join(os.path.expanduser('~'), '.cache', 'huggingface', 'transformers', '9c24e6cd9f499d02c4f21a033736dabd365962dc80fe3aeb57a8f85ea45a20a3.26fead7ea4f0f843f6eb4055dfd25693f1a71f3c6871b184042d4b126244e142'); shutil.copyfile(frm, dst); print('Hotfixed broken JSON file from OpenAI');"
@>nul grep -c "sd_git_cloned" scripts\install_status.txt
@if "%ERRORLEVEL%" EQU "0" (
@ -8,6 +15,7 @@
@call git reset --hard
@call git pull
@call git checkout d154155d4c0b43e13ec1f00eb72b7ff9d522fcf9
@cd ..
) else (
@ -16,18 +24,14 @@
@call git clone https://github.com/basujindal/stable-diffusion.git && (
@echo sd_git_cloned >> scripts\install_status.txt
) || (
@set cmd_had_error=T
)
if "%ERRORLEVEL%" NEQ "0" (
@set cmd_had_error=T
)
if "%cmd_had_error%"=="T" (
@echo "Error downloading Stable Diffusion. Please try re-running this installer. If it doesn't work, please copy the messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB or file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues"
@echo "Error downloading Stable Diffusion. Sorry about that, please try to:" & echo " 1. Run this installer again." & echo " 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md" & echo " 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB" & echo " 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues" & echo "Thanks!"
pause
@exit /b
)
@cd stable-diffusion
@call git checkout d154155d4c0b43e13ec1f00eb72b7ff9d522fcf9
@cd ..
)
@cd stable-diffusion
@ -35,25 +39,71 @@
@>nul grep -c "conda_sd_env_created" ..\scripts\install_status.txt
@if "%ERRORLEVEL%" EQU "0" (
@echo "Packages necessary for Stable Diffusion were already installed"
@call conda activate .\env
) else (
@echo. & echo "Downloading packages necessary for Stable Diffusion.." & echo. & echo "***** This will take some time (depending on the speed of the Internet connection) and may appear to be stuck, but please be patient ***** .." & echo.
@rmdir /s /q .\env
@call conda env create --prefix env -f environment.yaml && (
@echo conda_sd_env_created >> ..\scripts\install_status.txt
) || (
@set cmd_had_error=T
)
if "%cmd_had_error%"=="T" (
echo "Error installing the packages necessary for Stable Diffusion. Please try re-running this installer. If it doesn't work, please copy the messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB or file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues"
@call conda env create --prefix env -f environment.yaml || (
@echo. & echo "Error installing the packages necessary for Stable Diffusion. Sorry about that, please try to:" & echo " 1. Run this installer again." & echo " 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md" & echo " 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB" & echo " 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues" & echo "Thanks!" & echo.
pause
exit /b
)
@call conda activate .\env
for /f "tokens=*" %%a in ('python -c "import torch; import ldm; import transformers; import numpy; import antlr4; print(42)"') do if "%%a" NEQ "42" (
@echo. & echo "Dependency test failed! Error installing the packages necessary for Stable Diffusion. Sorry about that, please try to:" & echo " 1. Run this installer again." & echo " 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md" & echo " 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB" & echo " 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues" & echo "Thanks!" & echo.
pause
exit /b
)
@echo conda_sd_env_created >> ..\scripts\install_status.txt
)
@call conda activate .\env
@>nul grep -c "conda_sd_gfpgan_deps_installed" ..\scripts\install_status.txt
@if "%ERRORLEVEL%" EQU "0" (
@echo "Packages necessary for GFPGAN (Face Correction) were already installed"
) else (
@echo. & echo "Downloading packages necessary for GFPGAN (Face Correction).." & echo.
@call pip install -e git+https://github.com/TencentARC/GFPGAN#egg=GFPGAN || (
@echo. & echo "Error installing the packages necessary for GFPGAN (Face Correction). Sorry about that, please try to:" & echo " 1. Run this installer again." & echo " 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md" & echo " 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB" & echo " 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues" & echo "Thanks!" & echo.
pause
exit /b
)
for /f "tokens=*" %%a in ('python -c "from gfpgan import GFPGANer; print(42)"') do if "%%a" NEQ "42" (
@echo. & echo "Dependency test failed! Error installing the packages necessary for GFPGAN (Face Correction). Sorry about that, please try to:" & echo " 1. Run this installer again." & echo " 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md" & echo " 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB" & echo " 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues" & echo "Thanks!" & echo.
pause
exit /b
)
@echo conda_sd_gfpgan_deps_installed >> ..\scripts\install_status.txt
)
@>nul grep -c "conda_sd_esrgan_deps_installed" ..\scripts\install_status.txt
@if "%ERRORLEVEL%" EQU "0" (
@echo "Packages necessary for ESRGAN (Resolution Upscaling) were already installed"
) else (
@echo. & echo "Downloading packages necessary for ESRGAN (Resolution Upscaling).." & echo.
@call pip install -e git+https://github.com/xinntao/Real-ESRGAN#egg=realesrgan || (
@echo. & echo "Error installing the packages necessary for ESRGAN (Resolution Upscaling). Sorry about that, please try to:" & echo " 1. Run this installer again." & echo " 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md" & echo " 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB" & echo " 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues" & echo "Thanks!" & echo.
pause
exit /b
)
for /f "tokens=*" %%a in ('python -c "from basicsr.archs.rrdbnet_arch import RRDBNet; from realesrgan import RealESRGANer; print(42)"') do if "%%a" NEQ "42" (
@echo. & echo "Dependency test failed! Error installing the packages necessary for ESRGAN (Resolution Upscaling). Sorry about that, please try to:" & echo " 1. Run this installer again." & echo " 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md" & echo " 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB" & echo " 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues" & echo "Thanks!" & echo.
pause
exit /b
)
@echo conda_sd_esrgan_deps_installed >> ..\scripts\install_status.txt
)
@>nul grep -c "conda_sd_ui_deps_installed" ..\scripts\install_status.txt
@if "%ERRORLEVEL%" EQU "0" (
@ -61,43 +111,159 @@
) else (
@echo. & echo "Downloading packages necessary for Stable Diffusion UI.." & echo.
@call conda install -c conda-forge -y --prefix env uvicorn fastapi && (
@echo conda_sd_ui_deps_installed >> ..\scripts\install_status.txt
) || (
@set cmd_had_error=T
)
if "%ERRORLEVEL%" NEQ "0" (
@set cmd_had_error=T
)
if "%cmd_had_error%"=="T" (
echo "Error installing the packages necessary for Stable Diffusion UI. Please try re-running this installer. If it doesn't work, please copy the messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB or file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues"
@call conda install -c conda-forge -y --prefix env uvicorn fastapi || (
echo "Error installing the packages necessary for Stable Diffusion UI. Sorry about that, please try to:" & echo " 1. Run this installer again." & echo " 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md" & echo " 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB" & echo " 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues" & echo "Thanks!"
pause
exit /b
)
)
call WHERE uvicorn > .tmp
@>nul grep -c "uvicorn" .tmp
@if "%ERRORLEVEL%" NEQ "0" (
@echo. & echo "UI packages not found! Sorry about that, please try to:" & echo " 1. Run this installer again." & echo " 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md" & echo " 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB" & echo " 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues" & echo "Thanks!" & echo.
pause
exit /b
)
@>nul grep -c "conda_sd_ui_deps_installed" ..\scripts\install_status.txt
@if "%ERRORLEVEL%" NEQ "0" (
@echo conda_sd_ui_deps_installed >> ..\scripts\install_status.txt
)
@if exist "sd-v1-4.ckpt" (
echo "Data files (weights) necessary for Stable Diffusion were already downloaded"
) else (
for %%I in ("sd-v1-4.ckpt") do if "%%~zI" EQU "4265380512" (
echo "Data files (weights) necessary for Stable Diffusion were already downloaded"
) else (
echo. & echo "The model file present at %cd%\sd-v1-4.ckpt is invalid. It is only %%~zI bytes in size. Re-downloading.." & echo.
del "sd-v1-4.ckpt"
)
)
@if not exist "sd-v1-4.ckpt" (
@echo. & echo "Downloading data files (weights) for Stable Diffusion.." & echo.
@call curl -L https://me.cmdr2.org/stable-diffusion-ui/sd-v1-4.ckpt > sd-v1-4.ckpt
@call curl -L -k https://me.cmdr2.org/stable-diffusion-ui/sd-v1-4.ckpt > sd-v1-4.ckpt
@if not exist "sd-v1-4.ckpt" (
echo "Error downloading the data files (weights) for Stable Diffusion. Please try re-running this installer. If it doesn't work, please copy the messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB or file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues"
@if exist "sd-v1-4.ckpt" (
for %%I in ("sd-v1-4.ckpt") do if "%%~zI" NEQ "4265380512" (
echo. & echo "Error: The downloaded model file was invalid! Bytes downloaded: %%~zI" & echo.
echo. & echo "Error downloading the data files (weights) for Stable Diffusion. Sorry about that, please try to:" & echo " 1. Run this installer again." & echo " 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md" & echo " 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB" & echo " 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues" & echo "Thanks!" & echo.
pause
exit /b
)
) else (
@echo. & echo "Error downloading the data files (weights) for Stable Diffusion. Sorry about that, please try to:" & echo " 1. Run this installer again." & echo " 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md" & echo " 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB" & echo " 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues" & echo "Thanks!" & echo.
pause
exit /b
)
)
@if exist "GFPGANv1.3.pth" (
for %%I in ("GFPGANv1.3.pth") do if "%%~zI" EQU "348632874" (
echo "Data files (weights) necessary for GFPGAN (Face Correction) were already downloaded"
) else (
echo. & echo "The GFPGAN model file present at %cd%\GFPGANv1.3.pth is invalid. It is only %%~zI bytes in size. Re-downloading.." & echo.
del "GFPGANv1.3.pth"
)
)
@if not exist "GFPGANv1.3.pth" (
@echo. & echo "Downloading data files (weights) for GFPGAN (Face Correction).." & echo.
@call curl -L -k https://github.com/TencentARC/GFPGAN/releases/download/v1.3.0/GFPGANv1.3.pth > GFPGANv1.3.pth
@if exist "GFPGANv1.3.pth" (
for %%I in ("GFPGANv1.3.pth") do if "%%~zI" NEQ "348632874" (
echo. & echo "Error: The downloaded GFPGAN model file was invalid! Bytes downloaded: %%~zI" & echo.
echo. & echo "Error downloading the data files (weights) for GFPGAN (Face Correction). Sorry about that, please try to:" & echo " 1. Run this installer again." & echo " 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md" & echo " 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB" & echo " 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues" & echo "Thanks!" & echo.
pause
exit /b
)
) else (
@echo. & echo "Error downloading the data files (weights) for GFPGAN (Face Correction). Sorry about that, please try to:" & echo " 1. Run this installer again." & echo " 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md" & echo " 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB" & echo " 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues" & echo "Thanks!" & echo.
pause
exit /b
)
)
@if exist "RealESRGAN_x4plus.pth" (
for %%I in ("RealESRGAN_x4plus.pth") do if "%%~zI" EQU "67040989" (
echo "Data files (weights) necessary for ESRGAN (Resolution Upscaling) x4plus were already downloaded"
) else (
echo. & echo "The GFPGAN model file present at %cd%\RealESRGAN_x4plus.pth is invalid. It is only %%~zI bytes in size. Re-downloading.." & echo.
del "RealESRGAN_x4plus.pth"
)
)
@if not exist "RealESRGAN_x4plus.pth" (
@echo. & echo "Downloading data files (weights) for ESRGAN (Resolution Upscaling) x4plus.." & echo.
@call curl -L -k https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.0/RealESRGAN_x4plus.pth > RealESRGAN_x4plus.pth
@if exist "RealESRGAN_x4plus.pth" (
for %%I in ("RealESRGAN_x4plus.pth") do if "%%~zI" NEQ "67040989" (
echo. & echo "Error: The downloaded ESRGAN x4plus model file was invalid! Bytes downloaded: %%~zI" & echo.
echo. & echo "Error downloading the data files (weights) for ESRGAN (Resolution Upscaling) x4plus. Sorry about that, please try to:" & echo " 1. Run this installer again." & echo " 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md" & echo " 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB" & echo " 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues" & echo "Thanks!" & echo.
pause
exit /b
)
) else (
@echo. & echo "Error downloading the data files (weights) for ESRGAN (Resolution Upscaling) x4plus. Sorry about that, please try to:" & echo " 1. Run this installer again." & echo " 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md" & echo " 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB" & echo " 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues" & echo "Thanks!" & echo.
pause
exit /b
)
)
@if exist "RealESRGAN_x4plus_anime_6B.pth" (
for %%I in ("RealESRGAN_x4plus_anime_6B.pth") do if "%%~zI" EQU "17938799" (
echo "Data files (weights) necessary for ESRGAN (Resolution Upscaling) x4plus_anime were already downloaded"
) else (
echo. & echo "The GFPGAN model file present at %cd%\RealESRGAN_x4plus_anime_6B.pth is invalid. It is only %%~zI bytes in size. Re-downloading.." & echo.
del "RealESRGAN_x4plus_anime_6B.pth"
)
)
@if not exist "RealESRGAN_x4plus_anime_6B.pth" (
@echo. & echo "Downloading data files (weights) for ESRGAN (Resolution Upscaling) x4plus_anime.." & echo.
@call curl -L -k https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.2.4/RealESRGAN_x4plus_anime_6B.pth > RealESRGAN_x4plus_anime_6B.pth
@if exist "RealESRGAN_x4plus_anime_6B.pth" (
for %%I in ("RealESRGAN_x4plus_anime_6B.pth") do if "%%~zI" NEQ "17938799" (
echo. & echo "Error: The downloaded ESRGAN x4plus_anime model file was invalid! Bytes downloaded: %%~zI" & echo.
echo. & echo "Error downloading the data files (weights) for ESRGAN (Resolution Upscaling) x4plus_anime. Sorry about that, please try to:" & echo " 1. Run this installer again." & echo " 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md" & echo " 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB" & echo " 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues" & echo "Thanks!" & echo.
pause
exit /b
)
) else (
@echo. & echo "Error downloading the data files (weights) for ESRGAN (Resolution Upscaling) x4plus_anime. Sorry about that, please try to:" & echo " 1. Run this installer again." & echo " 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md" & echo " 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB" & echo " 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues" & echo "Thanks!" & echo.
pause
exit /b
)
)
@>nul grep -c "sd_install_complete" ..\scripts\install_status.txt
@if "%ERRORLEVEL%" NEQ "0" (
@echo sd_weights_downloaded >> ..\scripts\install_status.txt
@echo sd_install_complete >> ..\scripts\install_status.txt
)
@echo. & echo "Stable Diffusion is ready!" & echo.
@set SD_UI_PATH=%cd%\..\ui
@cd ..
@set SD_UI_PATH=%cd%\ui
@cd stable-diffusion
@uvicorn server:app --app-dir "%SD_UI_PATH%" --port 9000 --host 0.0.0.0

229
scripts/on_sd_start.sh
View File

@ -1,12 +1,22 @@
#!/bin/bash
cp sd-ui-files/scripts/on_env_start.sh scripts/
source installer/etc/profile.d/conda.sh
if [ `grep -c sd_git_cloned scripts/install_status.txt` -gt "0" ]; then
python -c "import os; import shutil; frm = 'sd-ui-files/ui/hotfix/9c24e6cd9f499d02c4f21a033736dabd365962dc80fe3aeb57a8f85ea45a20a3.26fead7ea4f0f843f6eb4055dfd25693f1a71f3c6871b184042d4b126244e142'; dst = os.path.join(os.path.expanduser('~'), '.cache', 'huggingface', 'transformers', '9c24e6cd9f499d02c4f21a033736dabd365962dc80fe3aeb57a8f85ea45a20a3.26fead7ea4f0f843f6eb4055dfd25693f1a71f3c6871b184042d4b126244e142'); shutil.copyfile(frm, dst); print('Hotfixed broken JSON file from OpenAI');"
# Caution, this file will make your eyes and brain bleed. It's such an unholy mess.
# Note to self: Please rewrite this in Python. For the sake of your own sanity.
if [ -e "scripts/install_status.txt" ] && [ `grep -c sd_git_cloned scripts/install_status.txt` -gt "0" ]; then
echo "Stable Diffusion's git repository was already installed. Updating.."
cd stable-diffusion
git reset --hard
git pull
git checkout d154155d4c0b43e13ec1f00eb72b7ff9d522fcf9
cd ..
else
@ -15,30 +25,91 @@ else
if git clone https://github.com/basujindal/stable-diffusion.git ; then
echo sd_git_cloned >> scripts/install_status.txt
else
printf "\n\nError downloading Stable Diffusion. Please try re-running this installer. If it doesn't work, please copy the messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB or file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues\n\n"
printf "\n\nError downloading Stable Diffusion. Sorry about that, please try to:\n 1. Run this installer again.\n 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md\n 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB\n 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues\nThanks!\n\n"
read -p "Press any key to continue"
exit
fi
cd stable-diffusion
git checkout d154155d4c0b43e13ec1f00eb72b7ff9d522fcf9
cd ..
fi
cd stable-diffusion
if [ `grep -c conda_sd_env_created ../scripts/install_status.txt` -gt "0" ]; then
echo "Packages necessary for Stable Diffusion were already installed"
conda activate ./env
else
printf "\n\nDownloading packages necessary for Stable Diffusion..\n"
printf "\n\n***** This will take some time (depending on the speed of the Internet connection) and may appear to be stuck, but please be patient ***** ..\n\n"
if conda env create --prefix env --force -f environment.yaml ; then
echo conda_sd_env_created >> ../scripts/install_status.txt
echo "Installed. Testing.."
else
printf "\n\nError installing the packages necessary for Stable Diffusion. Please try re-running this installer. If it doesn't work, please copy the messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB or file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues\n\n"
printf "\n\nError installing the packages necessary for Stable Diffusion. Sorry about that, please try to:\n 1. Run this installer again.\n 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md\n 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB\n 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues\nThanks!\n\n"
read -p "Press any key to continue"
exit
fi
conda activate ./env
out_test=`python -c "import torch; import ldm; import transformers; import numpy; import antlr4; print(42)"`
if [ "$out_test" != "42" ]; then
printf "\n\nDependency test failed! Error installing the packages necessary for Stable Diffusion. Sorry about that, please try to:\n 1. Run this installer again.\n 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md\n 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB\n 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues\nThanks!\n\n"
read -p "Press any key to continue"
exit
fi
echo conda_sd_env_created >> ../scripts/install_status.txt
fi
conda activate ./env
if [ `grep -c conda_sd_gfpgan_deps_installed ../scripts/install_status.txt` -gt "0" ]; then
echo "Packages necessary for GFPGAN (Face Correction) were already installed"
else
printf "\n\nDownloading packages necessary for GFPGAN (Face Correction)..\n"
if pip install -e git+https://github.com/TencentARC/GFPGAN#egg=GFPGAN ; then
echo "Installed. Testing.."
else
printf "\n\nError installing the packages necessary for GFPGAN (Face Correction). Sorry about that, please try to:\n 1. Run this installer again.\n 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md\n 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB\n 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues\nThanks!\n\n"
read -p "Press any key to continue"
exit
fi
out_test=`python -c "from gfpgan import GFPGANer; print(42)"`
if [ "$out_test" != "42" ]; then
printf "\n\nDependency test failed! Error installing the packages necessary for GFPGAN (Face Correction). Sorry about that, please try to:\n 1. Run this installer again.\n 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md\n 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB\n 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues\nThanks!\n\n"
read -p "Press any key to continue"
exit
fi
echo conda_sd_gfpgan_deps_installed >> ../scripts/install_status.txt
fi
if [ `grep -c conda_sd_esrgan_deps_installed ../scripts/install_status.txt` -gt "0" ]; then
echo "Packages necessary for ESRGAN (Resolution Upscaling) were already installed"
else
printf "\n\nDownloading packages necessary for ESRGAN (Resolution Upscaling)..\n"
if pip install -e git+https://github.com/xinntao/Real-ESRGAN#egg=realesrgan ; then
echo "Installed. Testing.."
else
printf "\n\nError installing the packages necessary for ESRGAN (Resolution Upscaling). Sorry about that, please try to:\n 1. Run this installer again.\n 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md\n 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB\n 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues\nThanks!\n\n"
read -p "Press any key to continue"
exit
fi
out_test=`python -c "from basicsr.archs.rrdbnet_arch import RRDBNet; from realesrgan import RealESRGANer; print(42)"`
if [ "$out_test" != "42" ]; then
printf "\n\nDependency test failed! Error installing the packages necessary for ESRGAN (Resolution Upscaling). Sorry about that, please try to:\n 1. Run this installer again.\n 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md\n 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB\n 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues\nThanks!\n\n"
read -p "Press any key to continue"
exit
fi
echo conda_sd_esrgan_deps_installed >> ../scripts/install_status.txt
fi
if [ `grep -c conda_sd_ui_deps_installed ../scripts/install_status.txt` -gt "0" ]; then
echo "Packages necessary for Stable Diffusion UI were already installed"
@ -46,34 +117,162 @@ else
printf "\n\nDownloading packages necessary for Stable Diffusion UI..\n\n"
if conda install -c conda-forge --prefix ./env -y uvicorn fastapi ; then
echo conda_sd_ui_deps_installed >> ../scripts/install_status.txt
echo "Installed. Testing.."
else
printf "\n\nError installing the packages necessary for Stable Diffusion UI. Please try re-running this installer. If it doesn't work, please copy the messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB or file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues\n\n"
printf "\n\nError installing the packages necessary for Stable Diffusion UI. Sorry about that, please try to:\n 1. Run this installer again.\n 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md\n 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB\n 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues\nThanks!\n\n"
read -p "Press any key to continue"
exit
fi
if ! command -v uvicorn &> /dev/null; then
printf "\n\nUI packages not found! Error installing the packages necessary for Stable Diffusion UI. Sorry about that, please try to:\n 1. Run this installer again.\n 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md\n 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB\n 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues\nThanks!\n\n"
read -p "Press any key to continue"
exit
fi
echo conda_sd_ui_deps_installed >> ../scripts/install_status.txt
fi
if [ -f "sd-v1-4.ckpt" ]; then
model_size=`ls -l sd-v1-4.ckpt | awk '{print $5}'`
if [ "$model_size" -eq "4265380512" ]; then
echo "Data files (weights) necessary for Stable Diffusion were already downloaded"
else
printf "\n\nThe model file present at $PWD/sd-v1-4.ckpt is invalid. It is only $model_size bytes in size. Re-downloading.."
rm sd-v1-4.ckpt
fi
fi
if [ ! -f "sd-v1-4.ckpt" ]; then
echo "Downloading data files (weights) for Stable Diffusion.."
curl -L -k https://me.cmdr2.org/stable-diffusion-ui/sd-v1-4.ckpt > sd-v1-4.ckpt
if [ -f "sd-v1-4.ckpt" ]; then
model_size=`ls -l sd-v1-4.ckpt | awk '{print $5}'`
if [ ! "$model_size" -eq "4265380512" ]; then
printf "\n\nError: The downloaded model file was invalid! Bytes downloaded: $model_size\n\n"
printf "\n\nError downloading the data files (weights) for Stable Diffusion. Sorry about that, please try to:\n 1. Run this installer again.\n 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md\n 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB\n 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues\nThanks!\n\n"
read -p "Press any key to continue"
exit
fi
else
printf "\n\nError downloading the data files (weights) for Stable Diffusion. Sorry about that, please try to:\n 1. Run this installer again.\n 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md\n 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB\n 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues\nThanks!\n\n"
read -p "Press any key to continue"
exit
fi
fi
if [ -f "sd-v1-4.ckpt" ]; then
echo "Data files (weights) necessary for Stable Diffusion were already downloaded"
else
echo "Downloading data files (weights) for Stable Diffusion.."
curl -L https://me.cmdr2.org/stable-diffusion-ui/sd-v1-4.ckpt > sd-v1-4.ckpt
if [ -f "GFPGANv1.3.pth" ]; then
model_size=`ls -l GFPGANv1.3.pth | awk '{print $5}'`
if [ ! -f "sd-v1-4.ckpt" ]; then
printf "\n\nError downloading the data files (weights) for Stable Diffusion. Please try re-running this installer. If it doesn't work, please copy the messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB or file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues\n\n"
if [ "$model_size" -eq "348632874" ]; then
echo "Data files (weights) necessary for GFPGAN (Face Correction) were already downloaded"
else
printf "\n\nThe model file present at $PWD/GFPGANv1.3.pth is invalid. It is only $model_size bytes in size. Re-downloading.."
rm GFPGANv1.3.pth
fi
fi
if [ ! -f "GFPGANv1.3.pth" ]; then
echo "Downloading data files (weights) for GFPGAN (Face Correction).."
curl -L -k https://github.com/TencentARC/GFPGAN/releases/download/v1.3.0/GFPGANv1.3.pth > GFPGANv1.3.pth
if [ -f "GFPGANv1.3.pth" ]; then
model_size=`ls -l GFPGANv1.3.pth | awk '{print $5}'`
if [ ! "$model_size" -eq "348632874" ]; then
printf "\n\nError: The downloaded GFPGAN model file was invalid! Bytes downloaded: $model_size\n\n"
printf "\n\nError downloading the data files (weights) for GFPGAN (Face Correction). Sorry about that, please try to:\n 1. Run this installer again.\n 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md\n 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB\n 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues\nThanks!\n\n"
read -p "Press any key to continue"
exit
fi
else
printf "\n\nError downloading the data files (weights) for GFPGAN (Face Correction). Sorry about that, please try to:\n 1. Run this installer again.\n 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md\n 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB\n 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues\nThanks!\n\n"
read -p "Press any key to continue"
exit
fi
fi
if [ -f "RealESRGAN_x4plus.pth" ]; then
model_size=`ls -l RealESRGAN_x4plus.pth | awk '{print $5}'`
if [ "$model_size" -eq "67040989" ]; then
echo "Data files (weights) necessary for ESRGAN (Resolution Upscaling) x4plus were already downloaded"
else
printf "\n\nThe model file present at $PWD/RealESRGAN_x4plus.pth is invalid. It is only $model_size bytes in size. Re-downloading.."
rm RealESRGAN_x4plus.pth
fi
fi
if [ ! -f "RealESRGAN_x4plus.pth" ]; then
echo "Downloading data files (weights) for ESRGAN (Resolution Upscaling) x4plus.."
curl -L -k https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.0/RealESRGAN_x4plus.pth > RealESRGAN_x4plus.pth
if [ -f "RealESRGAN_x4plus.pth" ]; then
model_size=`ls -l RealESRGAN_x4plus.pth | awk '{print $5}'`
if [ ! "$model_size" -eq "67040989" ]; then
printf "\n\nError: The downloaded ESRGAN x4plus model file was invalid! Bytes downloaded: $model_size\n\n"
printf "\n\nError downloading the data files (weights) for ESRGAN (Resolution Upscaling) x4plus. Sorry about that, please try to:\n 1. Run this installer again.\n 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md\n 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB\n 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues\nThanks!\n\n"
read -p "Press any key to continue"
exit
fi
else
printf "\n\nError downloading the data files (weights) for ESRGAN (Resolution Upscaling) x4plus. Sorry about that, please try to:\n 1. Run this installer again.\n 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md\n 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB\n 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues\nThanks!\n\n"
read -p "Press any key to continue"
exit
fi
fi
if [ -f "RealESRGAN_x4plus_anime_6B.pth" ]; then
model_size=`ls -l RealESRGAN_x4plus_anime_6B.pth | awk '{print $5}'`
if [ "$model_size" -eq "17938799" ]; then
echo "Data files (weights) necessary for ESRGAN (Resolution Upscaling) x4plus_anime were already downloaded"
else
printf "\n\nThe model file present at $PWD/RealESRGAN_x4plus_anime_6B.pth is invalid. It is only $model_size bytes in size. Re-downloading.."
rm RealESRGAN_x4plus_anime_6B.pth
fi
fi
if [ ! -f "RealESRGAN_x4plus_anime_6B.pth" ]; then
echo "Downloading data files (weights) for ESRGAN (Resolution Upscaling) x4plus_anime.."
curl -L -k https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.2.4/RealESRGAN_x4plus_anime_6B.pth > RealESRGAN_x4plus_anime_6B.pth
if [ -f "RealESRGAN_x4plus_anime_6B.pth" ]; then
model_size=`ls -l RealESRGAN_x4plus_anime_6B.pth | awk '{print $5}'`
if [ ! "$model_size" -eq "17938799" ]; then
printf "\n\nError: The downloaded ESRGAN x4plus_anime model file was invalid! Bytes downloaded: $model_size\n\n"
printf "\n\nError downloading the data files (weights) for ESRGAN (Resolution Upscaling) x4plus_anime. Sorry about that, please try to:\n 1. Run this installer again.\n 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md\n 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB\n 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues\nThanks!\n\n"
read -p "Press any key to continue"
exit
fi
else
printf "\n\nError downloading the data files (weights) for ESRGAN (Resolution Upscaling) x4plus_anime. Sorry about that, please try to:\n 1. Run this installer again.\n 2. If that doesn't fix it, please try the common troubleshooting steps at https://github.com/cmdr2/stable-diffusion-ui/blob/main/Troubleshooting.md\n 3. If those steps don't help, please copy *all* the error messages in this window, and ask the community at https://discord.com/invite/u9yhsFmEkB\n 4. If that doesn't solve the problem, please file an issue at https://github.com/cmdr2/stable-diffusion-ui/issues\nThanks!\n\n"
read -p "Press any key to continue"
exit
fi
fi
if [ `grep -c sd_install_complete ../scripts/install_status.txt` -gt "0" ]; then
echo sd_weights_downloaded >> ../scripts/install_status.txt
echo sd_install_complete >> ../scripts/install_status.txt
fi
printf "\n\nStable Diffusion is ready!\n\n"
export SD_UI_PATH=`pwd`/../ui
cd ..
export SD_UI_PATH=`pwd`/ui
cd stable-diffusion
uvicorn server:app --app-dir "$SD_UI_PATH" --port 9000 --host 0.0.0.0

2
scripts/post_activate.sh
View File

@ -1,3 +1,5 @@
#!/bin/bash
conda-unpack
source $CONDA_PREFIX/etc/profile.d/conda.sh

2
scripts/start.sh
View File

@ -1,3 +1,5 @@
#!/bin/bash
source installer/bin/activate
conda-unpack

171
ui/hotfix/9c24e6cd9f499d02c4f21a033736dabd365962dc80fe3aeb57a8f85ea45a20a3.26fead7ea4f0f843f6eb4055dfd25693f1a71f3c6871b184042d4b126244e142 Normal file
View File

@ -0,0 +1,171 @@
{
"_name_or_path": "clip-vit-large-patch14/",
"architectures": [
"CLIPModel"
],
"initializer_factor": 1.0,
"logit_scale_init_value": 2.6592,
"model_type": "clip",
"projection_dim": 768,
"text_config": {
"_name_or_path": "",
"add_cross_attention": false,
"architectures": null,
"attention_dropout": 0.0,
"bad_words_ids": null,
"bos_token_id": 0,
"chunk_size_feed_forward": 0,
"cross_attention_hidden_size": null,
"decoder_start_token_id": null,
"diversity_penalty": 0.0,
"do_sample": false,
"dropout": 0.0,
"early_stopping": false,
"encoder_no_repeat_ngram_size": 0,
"eos_token_id": 2,
"finetuning_task": null,
"forced_bos_token_id": null,
"forced_eos_token_id": null,
"hidden_act": "quick_gelu",
"hidden_size": 768,
"id2label": {
"0": "LABEL_0",
"1": "LABEL_1"
},
"initializer_factor": 1.0,
"initializer_range": 0.02,
"intermediate_size": 3072,
"is_decoder": false,
"is_encoder_decoder": false,
"label2id": {
"LABEL_0": 0,
"LABEL_1": 1
},
"layer_norm_eps": 1e-05,
"length_penalty": 1.0,
"max_length": 20,
"max_position_embeddings": 77,
"min_length": 0,
"model_type": "clip_text_model",
"no_repeat_ngram_size": 0,
"num_attention_heads": 12,
"num_beam_groups": 1,
"num_beams": 1,
"num_hidden_layers": 12,
"num_return_sequences": 1,
"output_attentions": false,
"output_hidden_states": false,
"output_scores": false,
"pad_token_id": 1,
"prefix": null,
"problem_type": null,
"projection_dim" : 768,
"pruned_heads": {},
"remove_invalid_values": false,
"repetition_penalty": 1.0,
"return_dict": true,
"return_dict_in_generate": false,
"sep_token_id": null,
"task_specific_params": null,
"temperature": 1.0,
"tie_encoder_decoder": false,
"tie_word_embeddings": true,
"tokenizer_class": null,
"top_k": 50,
"top_p": 1.0,
"torch_dtype": null,
"torchscript": false,
"transformers_version": "4.16.0.dev0",
"use_bfloat16": false,
"vocab_size": 49408
},
"text_config_dict": {
"hidden_size": 768,
"intermediate_size": 3072,
"num_attention_heads": 12,
"num_hidden_layers": 12,
"projection_dim": 768
},
"torch_dtype": "float32",
"transformers_version": null,
"vision_config": {
"_name_or_path": "",
"add_cross_attention": false,
"architectures": null,
"attention_dropout": 0.0,
"bad_words_ids": null,
"bos_token_id": null,
"chunk_size_feed_forward": 0,
"cross_attention_hidden_size": null,
"decoder_start_token_id": null,
"diversity_penalty": 0.0,
"do_sample": false,
"dropout": 0.0,
"early_stopping": false,
"encoder_no_repeat_ngram_size": 0,
"eos_token_id": null,
"finetuning_task": null,
"forced_bos_token_id": null,
"forced_eos_token_id": null,
"hidden_act": "quick_gelu",
"hidden_size": 1024,
"id2label": {
"0": "LABEL_0",
"1": "LABEL_1"
},
"image_size": 224,
"initializer_factor": 1.0,
"initializer_range": 0.02,
"intermediate_size": 4096,
"is_decoder": false,
"is_encoder_decoder": false,
"label2id": {
"LABEL_0": 0,
"LABEL_1": 1
},
"layer_norm_eps": 1e-05,
"length_penalty": 1.0,
"max_length": 20,
"min_length": 0,
"model_type": "clip_vision_model",
"no_repeat_ngram_size": 0,
"num_attention_heads": 16,
"num_beam_groups": 1,
"num_beams": 1,
"num_hidden_layers": 24,
"num_return_sequences": 1,
"output_attentions": false,
"output_hidden_states": false,
"output_scores": false,
"pad_token_id": null,
"patch_size": 14,
"prefix": null,
"problem_type": null,
"projection_dim" : 768,
"pruned_heads": {},
"remove_invalid_values": false,
"repetition_penalty": 1.0,
"return_dict": true,
"return_dict_in_generate": false,
"sep_token_id": null,
"task_specific_params": null,
"temperature": 1.0,
"tie_encoder_decoder": false,
"tie_word_embeddings": true,
"tokenizer_class": null,
"top_k": 50,
"top_p": 1.0,
"torch_dtype": null,
"torchscript": false,
"transformers_version": "4.16.0.dev0",
"use_bfloat16": false
},
"vision_config_dict": {
"hidden_size": 1024,
"intermediate_size": 4096,
"num_attention_heads": 16,
"num_hidden_layers": 24,
"patch_size": 14,
"projection_dim": 768
}
}

278
ui/index.html
View File

@ -254,6 +254,10 @@
font-size: 16pt;
margin-bottom: 10pt;
}
#coffeeButton {
height: 23px;
transform: translateY(25%);
}
</style>
</html>
<body>
@ -265,7 +269,7 @@
<div id="server-status-color">&nbsp;</div>
<span id="server-status-msg">Stable Diffusion is starting..</span>
</div>
<h1>Stable Diffusion UI <small>v2.05 (beta)</small></h1>
<h1>Stable Diffusion UI <small>v2.1 <span id="updateBranchLabel"></span></small></h1>
</div>
<div id="editor-inputs">
<div id="editor-inputs-prompt" class="row">
@ -295,6 +299,16 @@
<div id="editor-settings" class="panel-box">
<h4 class="collapsible">Advanced Settings</h4>
<ul id="editor-settings-entries" class="collapsible-content">
<li><input id="use_face_correction" name="use_face_correction" type="checkbox" checked> <label for="use_face_correction">Fix incorrect faces and eyes (uses GFPGAN)</label></li>
<li>
<input id="use_upscale" name="use_upscale" type="checkbox"> <label for="use_upscale">Upscale the image to 4x resolution using </label>
<select id="upscale_model" name="upscale_model">
<option value="RealESRGAN_x4plus" selected>RealESRGAN_x4plus</option>
<option value="RealESRGAN_x4plus_anime_6B">RealESRGAN_x4plus_anime_6B</option>
</select>
</li>
<li><input id="show_only_filtered_image" name="show_only_filtered_image" type="checkbox" checked> <label for="show_only_filtered_image">Show only the corrected/upscaled image</label></li>
<br/>
<li><label for="seed">Seed:</label> <input id="seed" name="seed" size="10" value="30000"> <input id="random_seed" name="random_seed" type="checkbox" checked> <label for="random_seed">Random Image</label></li>
<li><label for="num_outputs_total">Number of images to make:</label> <input id="num_outputs_total" name="num_outputs_total" value="1" size="4"> <label for="num_outputs_parallel">Generate in parallel:</label> <input id="num_outputs_parallel" name="num_outputs_parallel" value="1" size="4"> (images at once)</li>
<li><label for="width">Width:</label>
@ -339,12 +353,14 @@
<li><label for="guidance_scale">Guidance Scale:</label> <input id="guidance_scale" name="guidance_scale" value="75" type="range" min="10" max="200"> <span id="guidance_scale_value"></span></li>
<li><span id="prompt_strength_container"><label for="prompt_strength">Prompt Strength:</label> <input id="prompt_strength" name="prompt_strength" value="8" type="range" min="0" max="10"> <span id="prompt_strength_value"></span><br/></span></li>
<li>&nbsp;</li>
<li><input id="save_to_disk" name="save_to_disk" type="checkbox"> <label for="save_to_disk">Automatically save to disk <span id="diskPath"></span></label></li>
<li><input id="save_to_disk" name="save_to_disk" type="checkbox"> <label for="save_to_disk">Automatically save to <input id="diskPath" name="diskPath" size="40" disabled></label></li>
<li><input id="sound_toggle" name="sound_toggle" type="checkbox" checked> <label for="sound_toggle">Play sound on task completion</label></li>
<li><input id="turbo" name="turbo" type="checkbox" checked> <label for="turbo">Turbo mode (generates images faster, but uses an additional 1 GB of GPU memory)</label></li>
<li><input id="use_cpu" name="use_cpu" type="checkbox"> <label for="use_cpu">Use CPU instead of GPU (warning: this will be *very* slow)</label></li>
<li><input id="use_full_precision" name="use_full_precision" type="checkbox"> <label for="use_full_precision">Use full precision (for GPU-only. warning: this will consume more VRAM. Use this for NVIDIA 1650 and 1660)</label></li>
<li><input id="use_full_precision" name="use_full_precision" type="checkbox"> <label for="use_full_precision">Use full precision (for GPU-only. warning: this will consume more VRAM)</label></li>
<!-- <li><input id="allow_nsfw" name="allow_nsfw" type="checkbox"> <label for="allow_nsfw">Allow NSFW Content (You confirm you are above 18 years of age)</label></li> -->
<br/>
<li><input id="use_beta_channel" name="use_beta_channel" type="checkbox"> <label for="use_beta_channel">🔥Beta channel. Get the latest features immediately (but could be less stable). Please restart the program after changing this.</label></li>
</ul>
</div>
@ -367,7 +383,8 @@
<div class="line-separator">&nbsp;</div>
<div id="footer" class="panel-box">
<p>Please feel free to <a href="https://github.com/cmdr2/stable-diffusion-ui/issues" target="_blank">file an issue</a> if you have any problems or suggestions in using this interface.</p>
<p>If you found this project useful and want to help keep it alive, please <a href="https://ko-fi.com/cmdr2_stablediffusion_ui" target="_blank"><img src="media/kofi.png" id="coffeeButton"></a> to help cover the cost of development and maintenance! Thank you for your support!</p>
<p>Please feel free to join the <a href="https://discord.com/invite/u9yhsFmEkB" target="_blank">discord community</a> or <a href="https://github.com/cmdr2/stable-diffusion-ui/issues" target="_blank">file an issue</a> if you have any problems or suggestions in using this interface.</p>
<div id="footer-legal">
<p><b>Disclaimer:</b> The authors of this project are not responsible for any content generated using this interface.</p>
<p>This license of this software forbids you from sharing any content that violates any laws, produce any harm to a person, disseminate any personal information that would be meant for harm, <br/>spread misinformation and target vulnerable groups. For the full list of restrictions please read <a href="https://github.com/cmdr2/stable-diffusion-ui/blob/main/LICENSE" target="_blank">the license</a>.</p>
@ -379,10 +396,20 @@
<script>
const SOUND_ENABLED_KEY = "soundEnabled"
const SAVE_TO_DISK_KEY = "saveToDisk"
const USE_CPU_KEY = "useCPU"
const USE_FULL_PRECISION_KEY = "useFullPrecision"
const USE_TURBO_MODE_KEY = "useTurboMode"
const DISK_PATH_KEY = "diskPath"
const ADVANCED_PANEL_OPEN_KEY = "advancedPanelOpen"
const MODIFIERS_PANEL_OPEN_KEY = "modifiersPanelOpen"
const USE_FACE_CORRECTION_KEY = "useFaceCorrection"
const USE_UPSCALING_KEY = "useUpscaling"
const SHOW_ONLY_FILTERED_IMAGE_KEY = "showOnlyFilteredImage"
const HEALTH_PING_INTERVAL = 5 // seconds
const MAX_INIT_IMAGE_DIMENSION = 768
const IMAGE_REGEX = new RegExp('data:image/[A-Za-z]+;base64')
let promptField = document.querySelector('#prompt')
let numOutputsTotalField = document.querySelector('#num_outputs_total')
@ -402,9 +429,16 @@ let turboField = document.querySelector('#turbo')
let useCPUField = document.querySelector('#use_cpu')
let useFullPrecisionField = document.querySelector('#use_full_precision')
let saveToDiskField = document.querySelector('#save_to_disk')
let diskPathField = document.querySelector('#diskPath')
// let allowNSFWField = document.querySelector("#allow_nsfw")
let useBetaChannelField = document.querySelector("#use_beta_channel")
let promptStrengthField = document.querySelector('#prompt_strength')
let promptStrengthValueLabel = document.querySelector('#prompt_strength_value')
let useFaceCorrectionField = document.querySelector("#use_face_correction")
let useUpscalingField = document.querySelector("#use_upscale")
let upscaleModelField = document.querySelector("#upscale_model")
let showOnlyFilteredImageField = document.querySelector("#show_only_filtered_image")
let updateBranchLabel = document.querySelector("#updateBranchLabel")
let makeImageBtn = document.querySelector('#makeImage')
@ -432,6 +466,9 @@ let soundToggle = document.querySelector('#sound_toggle')
let serverStatusColor = document.querySelector('#server-status-color')
let serverStatusMsg = document.querySelector('#server-status-msg')
let advancedPanelHandle = document.querySelector("#editor-settings .collapsible")
let modifiersPanelHandle = document.querySelector("#editor-modifiers .collapsible")
let serverStatus = 'offline'
let activeTags = []
let lastPromptUsed = ''
@ -460,10 +497,32 @@ function handleBoolSettingChange(key) {
}
}
function handleStringSettingChange(key) {
return function(e) {
localStorage.setItem(key, e.target.value.toString())
}
}
function isSoundEnabled() {
return getLocalStorageBoolItem(SOUND_ENABLED_KEY, true)
}
function isFaceCorrectionEnabled() {
return getLocalStorageBoolItem(USE_FACE_CORRECTION_KEY, false)
}
function isUpscalingEnabled() {
return getLocalStorageBoolItem(USE_UPSCALING_KEY, false)
}
function isShowOnlyFilteredImageEnabled() {
return getLocalStorageBoolItem(SHOW_ONLY_FILTERED_IMAGE_KEY, true)
}
function isSaveToDiskEnabled() {
return getLocalStorageBoolItem(SAVE_TO_DISK_KEY, false)
}
function isUseCPUEnabled() {
return getLocalStorageBoolItem(USE_CPU_KEY, false)
}
@ -476,6 +535,18 @@ function isUseTurboModeEnabled() {
return getLocalStorageBoolItem(USE_TURBO_MODE_KEY, true)
}
function getSavedDiskPath() {
return getLocalStorageItem(DISK_PATH_KEY, '')
}
function isAdvancedPanelOpenEnabled() {
return getLocalStorageBoolItem(ADVANCED_PANEL_OPEN_KEY, false)
}
function isModifiersPanelOpenEnabled() {
return getLocalStorageBoolItem(MODIFIERS_PANEL_OPEN_KEY, false)
}
function setStatus(statusType, msg, msgType) {
if (statusType !== 'server') {
return;
@ -495,8 +566,21 @@ function setStatus(statusType, msg, msgType) {
}
}
function logMsg(msg, level) {
if (level === 'error') {
outputMsg.innerHTML = '<span style="color: red">Error: ' + msg + '</span>'
} else if (level === 'warn') {
outputMsg.innerHTML = '<span style="color: orange">Warning: ' + msg + '</span>'
} else {
outputMsg.innerHTML = msg
}
console.log(level, msg)
}
function logError(msg, res) {
outputMsg.innerHTML = '<span style="color: red">Error: ' + msg + '</span>'
logMsg(msg, 'error')
console.log('request error', res)
setStatus('request', 'error', 'error')
}
@ -550,6 +634,15 @@ async function doMakeImage(reqBody) {
let msg = ''
if (res.detail !== undefined) {
msg = res.detail
if (msg.toLowerCase().includes('out of memory')) {
msg += `<br/><br/>
<b>Suggestions</b>:
<br/>
1. If you have set an initial image, please try reducing its dimension to ${MAX_INIT_IMAGE_DIMENSION}x${MAX_INIT_IMAGE_DIMENSION} or smaller.<br/>
2. Try disabling the '<em>Turbo mode</em>' under '<em>Advanced Settings</em>'.<br/>
3. Try generating a smaller image.<br/>`
}
} else {
msg = res
}
@ -643,21 +736,45 @@ async function doMakeImage(reqBody) {
return true
}
function validateInput() {
let width = parseInt(widthField.value)
let height = parseInt(heightField.value)
if (IMAGE_REGEX.test(initImagePreview.src)) {
if (initImagePreview.naturalWidth > MAX_INIT_IMAGE_DIMENSION || initImagePreview.naturalHeight > MAX_INIT_IMAGE_DIMENSION) {
return {'isValid': false, 'warning': `The dimensions of your initial image are very large, and can cause 'Out of Memory' errors! Please ensure that its dimensions are equal (or smaller) than the desired output image.
<br/><br/>
Your initial image size is ${initImagePreview.naturalWidth}x${initImagePreview.naturalHeight} pixels. Please try to keep it smaller than ${MAX_INIT_IMAGE_DIMENSION}x${MAX_INIT_IMAGE_DIMENSION}.`}
}
}
return {'isValid': true}
}
async function makeImage() {
if (serverStatus !== 'online') {
logError('The server is still starting up..')
return
}
let validation = validateInput()
if (validation['isValid']) {
outputMsg.innerHTML = 'Fetching..'
} else {
if (validation['error']) {
logError(validation['error'])
return
} else if (validation['warning']) {
logMsg(validation['warning'], 'warn')
}
}
setStatus('request', 'fetching..')
makeImageBtn.innerHTML = 'Processing..'
makeImageBtn.disabled = true
outputMsg.innerHTML = 'Fetching..'
const imageRegex = new RegExp('data:image/[A-Za-z]+;base64')
let seed = (randomSeedField.checked ? Math.floor(Math.random() * 10000) : parseInt(seedField.value))
let seed = (randomSeedField.checked ? Math.floor(Math.random() * 10000000) : parseInt(seedField.value))
let numOutputsTotal = parseInt(numOutputsTotalField.value)
let numOutputsParallel = parseInt(numOutputsParallelField.value)
let batchCount = Math.ceil(numOutputsTotal / numOutputsParallel)
@ -679,28 +796,43 @@ async function makeImage() {
width: widthField.value,
height: heightField.value,
// allow_nsfw: allowNSFWField.checked,
save_to_disk: saveToDiskField.checked,
turbo: turboField.checked,
use_cpu: useCPUField.checked,
use_full_precision: useFullPrecisionField.checked
}
if (imageRegex.test(initImagePreview.src)) {
if (IMAGE_REGEX.test(initImagePreview.src)) {
reqBody['init_image'] = initImagePreview.src
reqBody['prompt_strength'] = parseInt(promptStrengthField.value) / 10
// if (imageRegex.test(maskImagePreview.src)) {
// if (IMAGE_REGEX.test(maskImagePreview.src)) {
// reqBody['mask'] = maskImagePreview.src
// }
}
if (saveToDiskField.checked && diskPathField.value.trim() !== '') {
reqBody['save_to_disk_path'] = diskPathField.value.trim()
}
if (useFaceCorrectionField.checked) {
reqBody['use_face_correction'] = 'GFPGANv1.3'
}
if (useUpscalingField.checked) {
reqBody['use_upscale'] = upscaleModelField.value
}
if (showOnlyFilteredImageField.checked && (useUpscalingField.checked || useFaceCorrectionField.checked)) {
reqBody['show_only_filtered_image'] = showOnlyFilteredImageField.checked
}
let time = new Date().getTime()
imagesContainer.innerHTML = ''
let successCount = 0
for (let i = 0; i < batchCount; i++) {
reqBody['seed'] = seed + i
reqBody['seed'] = seed + (i * batchSize)
let success = await doMakeImage(reqBody)
@ -736,13 +868,14 @@ async function makeImage() {
function createFileName() {
// Most important information is the prompt
const underscoreName = lastPromptUsed.replace(/[^a-zA-Z0-9]/g, '_');
let underscoreName = lastPromptUsed.replace(/[^a-zA-Z0-9]/g, '_')
underscoreName = underscoreName.substring(0, 100)
const seed = seedField.value;
const steps = numInferenceStepsField.value;
const guidance = guidanceScaleField.value;
// name and the top level metadata
let fileName = `sd_${underscoreName}_Seed-${seed}_Steps-${steps}_Guidance-${guidance}`;
let fileName = `${underscoreName}_Seed-${seed}_Steps-${steps}_Guidance-${guidance}`
// add the tags
// let tags = [];
@ -761,15 +894,27 @@ function createFileName() {
// fileName += `${tagString}`;
// add the file extension
fileName += `.png`;
fileName += `.png`
return fileName;
return fileName
}
soundToggle.addEventListener('click', handleBoolSettingChange(SOUND_ENABLED_KEY))
soundToggle.checked = isSoundEnabled()
saveToDiskField.checked = isSaveToDiskEnabled()
diskPathField.disabled = !saveToDiskField.checked
useFaceCorrectionField.addEventListener('click', handleBoolSettingChange(USE_FACE_CORRECTION_KEY))
useFaceCorrectionField.checked = isFaceCorrectionEnabled()
useUpscalingField.checked = isUpscalingEnabled()
upscaleModelField.disabled = !useUpscalingField.checked
showOnlyFilteredImageField.addEventListener('click', handleBoolSettingChange(SHOW_ONLY_FILTERED_IMAGE_KEY))
showOnlyFilteredImageField.checked = isShowOnlyFilteredImageEnabled()
useCPUField.addEventListener('click', handleBoolSettingChange(USE_CPU_KEY))
useCPUField.checked = isUseCPUEnabled()
@ -779,6 +924,32 @@ useFullPrecisionField.checked = isUseFullPrecisionEnabled()
turboField.addEventListener('click', handleBoolSettingChange(USE_TURBO_MODE_KEY))
turboField.checked = isUseTurboModeEnabled()
diskPathField.addEventListener('change', handleStringSettingChange(DISK_PATH_KEY))
saveToDiskField.addEventListener('click', function(e) {
diskPathField.disabled = !this.checked
handleBoolSettingChange(SAVE_TO_DISK_KEY)(e)
})
useUpscalingField.addEventListener('click', function(e) {
upscaleModelField.disabled = !this.checked
handleBoolSettingChange(USE_UPSCALING_KEY)(e)
})
function setPanelOpen(panelHandle) {
let panelContents = panelHandle.nextElementSibling
panelHandle.classList.add('active')
panelContents.style.display = 'block'
}
if (isAdvancedPanelOpenEnabled()) {
setPanelOpen(advancedPanelHandle)
}
if (isModifiersPanelOpenEnabled()) {
setPanelOpen(modifiersPanelHandle)
}
makeImageBtn.addEventListener('click', makeImage)
@ -796,10 +967,54 @@ function updatePromptStrength() {
promptStrengthField.addEventListener('input', updatePromptStrength)
updatePromptStrength()
useBetaChannelField.addEventListener('click', async function(e) {
if (serverStatus !== 'online') {
logError('The server is still starting up..')
alert('The server is still starting up..')
e.preventDefault()
return false
}
let updateBranch = (this.checked ? 'beta' : 'main')
try {
let res = await fetch('/app_config', {
method: 'POST',
headers: {
'Content-Type': 'application/json'
},
body: JSON.stringify({
'update_branch': updateBranch
})
})
res = await res.json()
console.log('set config status response', res)
} catch (e) {
console.log('set config status error', e)
}
})
async function getAppConfig() {
try {
let res = await fetch('/app_config')
config = await res.json()
if (config.update_branch === 'beta') {
useBetaChannelField.checked = true
updateBranchLabel.innerHTML = "(beta)"
}
console.log('get config status response', config)
} catch (e) {
console.log('get config status error', e)
}
}
function checkRandomSeed() {
if (randomSeedField.checked) {
seedField.disabled = true
seedField.value = "random"
seedField.value = "0"
} else {
seedField.disabled = false
}
@ -886,7 +1101,12 @@ function createCollapsibles(node) {
collapsibles.forEach(function(c) {
let handle = document.createElement('span')
handle.className = 'collapsible-handle'
handle.innerHTML = '&#x2795;'
if (c.className.indexOf('active') !== -1) {
handle.innerHTML = '&#x2796;' // minus
} else {
handle.innerHTML = '&#x2795;' // plus
}
c.insertBefore(handle, c.firstChild)
c.addEventListener('click', function() {
@ -899,6 +1119,14 @@ function createCollapsibles(node) {
content.style.display = "block"
handle.innerHTML = '&#x2796;' // minus
}
if (this == advancedPanelHandle) {
let state = (content.style.display === 'block' ? 'true' : 'false')
localStorage.setItem(ADVANCED_PANEL_OPEN_KEY, state)
} else if (this == modifiersPanelHandle) {
let state = (content.style.display === 'block' ? 'true' : 'false')
localStorage.setItem(MODIFIERS_PANEL_OPEN_KEY, state)
}
})
})
}
@ -937,12 +1165,19 @@ function refreshTagsList() {
async function getDiskPath() {
try {
let diskPath = getSavedDiskPath()
if (diskPath !== '') {
diskPathField.value = diskPath
return
}
let res = await fetch('/output_dir')
if (res.status === 200) {
res = await res.json()
res = res[0]
document.querySelector('#diskPath').innerHTML = '(to ' + res + ')'
document.querySelector('#diskPath').value = res
}
} catch (e) {
console.log('error fetching output dir path', e)
@ -1003,9 +1238,12 @@ async function loadModifiers() {
async function init() {
await loadModifiers()
await getDiskPath()
await getAppConfig()
setInterval(healthCheck, HEALTH_PING_INTERVAL * 1000)
healthCheck()
playSound()
}
init()

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132
ui/modifiers.json
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@ -20,22 +20,42 @@
"16-bit",
"Anaglyph",
"Anime",
"Cartoon",
"Art Nouveau",
"Bauhaus",
"Baroque",
"CGI",
"Cartoon",
"Comic Book",
"Concept Art",
"Constructivist",
"Cubist",
"Digital Art",
"Dadaist",
"Expressionist",
"Fantasy",
"Fauvist",
"Figurative",
"Graphic Novel",
"Geometric",
"Hard Edge Painting",
"Hydrodipped",
"Impressionistic",
"Lithography",
"Manga",
"Minimalist",
"Modern Art",
"Mosaic",
"Mural",
"Naive",
"Neoclassical",
"Photo",
"Realistic",
"Rococo",
"Romantic",
"Street Art",
"Symbolist",
"Stuckist",
"Surrealist",
"Visual Novel",
"Watercolor"
]
@ -67,7 +87,9 @@
"Camera",
[
"Aerial View",
"Canon50",
"Cinematic",
"Close-up",
"Color Grading",
"Dramatic",
"Film Grain",
@ -75,9 +97,13 @@
"Glamor Shot",
"Golden Hour",
"HD",
"Landscape",
"Lens Flare",
"Macro",
"Polaroid",
"Photoshoot",
"Portrait",
"Studio Lighting",
"Vintage",
"War Photography",
"White Balance",
@ -88,9 +114,13 @@
"Color",
[
"Beautiful Lighting",
"Cold Color Palette",
"Colorful",
"Dynamic Lighting",
"Electric Colors",
"Infrared",
"Pastel",
"Neon",
"Synthwave",
"Warm Color Palette"
]
@ -99,42 +129,130 @@
"Emotions",
[
"Angry",
"Bitter",
"Disgusted",
"Embarrassed",
"Evil",
"Excited",
"Good",
"Fear",
"Funny",
"Happy",
"Horrifying",
"Lonely",
"Sad"
"Sad",
"Serene",
"Surprised",
"Melancholic"
]
],
[
"Style of an artist or community",
[
"Artstation",
"trending on Artstation",
"by Agnes Lawrence Pelton",
"by Akihito Yoshida",
"by Alex Grey",
"by Alexander Jansson",
"by Alphonse Mucha",
"by Andy Warhol",
"by Artgerm",
"by Asaf Hanuka",
"by Aubrey Beardsley",
"by Banksy",
"by Beeple",
"by Ben Enwonwu",
"by Bob Eggleton",
"by Caravaggio Michelangelo Merisi",
"by Caspar David Friedrich",
"by Chris Foss",
"by Claude Monet",
"by Dan Mumford",
"by David Mann",
"by Diego Velázquez",
"by Disney Animation Studios",
"by Édouard Manet",
"by Esao Andrews",
"by Frida Kahlo",
"by Gediminas Pranckevicius",
"by Georgia O'Keeffe",
"by Greg Rutkowski",
"by Gustave Doré",
"by Gustave Klimt",
"by H.R. Giger",
"by Hayao Mizaki",
"by Hayao Miyazaki",
"by Henri Matisse",
"by HP Lovecraft",
"by Ivan Shishkin",
"by Jack Kirby",
"by Jackson Pollock",
"by James Jean",
"by Jim Burns",
"by Johannes Vermeer",
"by John William Waterhouse",
"by Katsushika Hokusai",
"by Kim Tschang Yeul",
"by Ko Young Hoon",
"by Leonardo Da Vinci",
"by Leonardo da Vinci",
"by Lisa Frank",
"by Mahmoud Sai",
"by M.C. Escher",
"by Mahmoud Saïd",
"by Makoto Shinkai",
"by Marc Simonetti",
"by Mark Brooks",
"by Michelangelo",
"by Pablo Picasso",
"by Paul Klee",
"by Peter Mohrbacher",
"by Pierre-Auguste Renoir",
"by Pixar Animation Studios",
"by Rembrandt",
"by Richard Dadd",
"by Salvador Dali",
"by Rossdraws",
"by Salvador Dalí",
"by Sam Does Arts",
"by Sandro Botticelli",
"by Ted Nasmith",
"by Ten Hundred",
"by Thomas Kinkade",
"by Tivadar Csontváry Kosztka",
"by Victo Ngai",
"by Vincent Di Fate",
"by Vincent van Gogh",
"by Wes Anderson",
"by wlop",
"by Yoshitaka Amano"
]
],
[
"CGI Software",
[
"3D Model",
"3D Sculpt",
"3Ds Max Model",
"Blender Model",
"Cinema4d Model",
"Maya Model",
"Unreal Engine",
"Zbrush Sculpt"
]
],
[
"CGI Rendering",
[
"3D Render",
"Corona Render",
"Creature Design",
"Cycles Render",
"Detailed Render",
"Environment Design",
"Intricate Environment",
"LSD Render",
"Octane Render",
"PBR",
"Glass Caustics",
"Global Illumination",
"Subsurface Scattering"
]
]
]

8
ui/sd_internal/__init__.py
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@ -17,6 +17,9 @@ class Request:
turbo: bool = True
use_cpu: bool = False
use_full_precision: bool = False
use_face_correction: str = None # or "GFPGANv1.3"
use_upscale: str = None # or "RealESRGAN_x4plus" or "RealESRGAN_x4plus_anime_6B"
show_only_filtered_image: bool = False
def to_string(self):
return f'''
@ -30,7 +33,10 @@ class Request:
save_to_disk_path: {self.save_to_disk_path}
turbo: {self.turbo}
use_cpu: {self.use_cpu}
use_full_precision: {self.use_full_precision}'''
use_full_precision: {self.use_full_precision}
use_face_correction: {self.use_face_correction}
use_upscale: {self.use_upscale}
show_only_filtered_image: {self.show_only_filtered_image}'''
class Image:
data: str # base64

211
ui/sd_internal/runtime.py
View File

@ -1,4 +1,5 @@
import os, re
import traceback
import torch
import numpy as np
from omegaconf import OmegaConf
@ -15,12 +16,17 @@ from ldm.util import instantiate_from_config
from optimizedSD.optimUtils import split_weighted_subprompts
from transformers import logging
from gfpgan import GFPGANer
from basicsr.archs.rrdbnet_arch import RRDBNet
from realesrgan import RealESRGANer
import uuid
logging.set_verbosity_error()
# consts
config_yaml = "optimizedSD/v1-inference.yaml"
filename_regex = re.compile('[^a-zA-Z0-9]')
# api stuff
from . import Request, Response, Image as ResponseImage
@ -28,12 +34,18 @@ import base64
from io import BytesIO
# local
session_id = str(uuid.uuid4())
session_id = str(uuid.uuid4())[-8:]
ckpt_file = None
gfpgan_file = None
real_esrgan_file = None
ckpt = None
model = None
modelCS = None
modelFS = None
model_gfpgan = None
model_real_esrgan = None
model_is_half = False
model_fs_is_half = False
device = None
@ -42,16 +54,30 @@ precision = 'autocast'
sampler_plms = None
sampler_ddim = None
# api
def load_model(ckpt_to_use, device_to_use='cuda', turbo=False, unet_bs_to_use=1, precision_to_use='autocast', half_model_fs=False):
global ckpt, model, modelCS, modelFS, model_is_half, device, unet_bs, precision, model_fs_is_half
has_valid_gpu = False
force_full_precision = False
try:
gpu_name = torch.cuda.get_device_name(torch.cuda.current_device())
has_valid_gpu = True
force_full_precision = ('nvidia' in gpu_name.lower()) and ('1660' in gpu_name or ' 1650' in gpu_name) # otherwise these NVIDIA cards create green images
if force_full_precision:
print('forcing full precision on NVIDIA 16xx cards, to avoid green images. GPU detected: ', gpu_name)
except:
print('WARNING: No compatible GPU found. Using the CPU, but this will be very slow!')
pass
ckpt = ckpt_to_use
device = device_to_use
precision = precision_to_use
def load_model_ckpt(ckpt_to_use, device_to_use='cuda', turbo=False, unet_bs_to_use=1, precision_to_use='autocast', half_model_fs=False):
global ckpt_file, model, modelCS, modelFS, model_is_half, device, unet_bs, precision, model_fs_is_half
ckpt_file = ckpt_to_use
device = device_to_use if has_valid_gpu else 'cpu'
precision = precision_to_use if not force_full_precision else 'full'
unet_bs = unet_bs_to_use
sd = load_model_from_config(f"{ckpt}")
if device == 'cpu':
precision = 'full'
sd = load_model_from_config(f"{ckpt_file}.ckpt")
li, lo = [], []
for key, value in sd.items():
sp = key.split(".")
@ -101,29 +127,89 @@ def load_model(ckpt_to_use, device_to_use='cuda', turbo=False, unet_bs_to_use=1,
else:
model_fs_is_half = False
print('loaded ', ckpt_file, 'to', device, 'precision', precision)
def load_model_gfpgan(gfpgan_to_use):
global gfpgan_file, model_gfpgan
if gfpgan_to_use is None:
return
gfpgan_file = gfpgan_to_use
model_path = gfpgan_to_use + ".pth"
if device == 'cpu':
model_gfpgan = GFPGANer(model_path=model_path, upscale=1, arch='clean', channel_multiplier=2, bg_upsampler=None, device=torch.device('cpu'))
else:
model_gfpgan = GFPGANer(model_path=model_path, upscale=1, arch='clean', channel_multiplier=2, bg_upsampler=None, device=torch.device('cuda'))
print('loaded ', gfpgan_to_use, 'to', device, 'precision', precision)
def load_model_real_esrgan(real_esrgan_to_use):
global real_esrgan_file, model_real_esrgan
if real_esrgan_to_use is None:
return
real_esrgan_file = real_esrgan_to_use
model_path = real_esrgan_to_use + ".pth"
RealESRGAN_models = {
'RealESRGAN_x4plus': RRDBNet(num_in_ch=3, num_out_ch=3, num_feat=64, num_block=23, num_grow_ch=32, scale=4),
'RealESRGAN_x4plus_anime_6B': RRDBNet(num_in_ch=3, num_out_ch=3, num_feat=64, num_block=6, num_grow_ch=32, scale=4)
}
model_to_use = RealESRGAN_models[real_esrgan_to_use]
if device == 'cpu':
model_real_esrgan = RealESRGANer(scale=2, model_path=model_path, model=model_to_use, pre_pad=0, half=False) # cpu does not support half
model_real_esrgan.device = torch.device('cpu')
model_real_esrgan.model.to('cpu')
else:
model_real_esrgan = RealESRGANer(scale=2, model_path=model_path, model=model_to_use, pre_pad=0, half=model_is_half)
model_real_esrgan.model.name = real_esrgan_to_use
print('loaded ', real_esrgan_to_use, 'to', device, 'precision', precision)
def mk_img(req: Request):
global modelFS, device
global model_gfpgan, model_real_esrgan
res = Response()
res.images = []
model.turbo = req.turbo
if req.use_cpu:
device = 'cpu'
if device != 'cpu':
device = 'cpu'
if model_is_half:
print('reloading model for cpu')
load_model(ckpt, device)
if model_is_half:
load_model_ckpt(ckpt_file, device)
load_model_gfpgan(gfpgan_file)
load_model_real_esrgan(real_esrgan_file)
else:
device = 'cuda'
if has_valid_gpu:
prev_device = device
device = 'cuda'
if (precision == 'autocast' and (req.use_full_precision or not model_is_half)) or \
(precision == 'full' and not req.use_full_precision) or \
(req.init_image is None and model_fs_is_half) or \
(req.init_image is not None and not model_fs_is_half):
if (precision == 'autocast' and (req.use_full_precision or not model_is_half)) or \
(precision == 'full' and not req.use_full_precision and not force_full_precision) or \
(req.init_image is None and model_fs_is_half) or \
(req.init_image is not None and not model_fs_is_half and not force_full_precision):
print('reloading model for cuda')
load_model(ckpt, device, model.turbo, unet_bs, ('full' if req.use_full_precision else 'autocast'), half_model_fs=(req.init_image is not None and not req.use_full_precision))
load_model_ckpt(ckpt_file, device, model.turbo, unet_bs, ('full' if req.use_full_precision else 'autocast'), half_model_fs=(req.init_image is not None and not req.use_full_precision))
if prev_device != device:
load_model_gfpgan(gfpgan_file)
load_model_real_esrgan(real_esrgan_file)
if req.use_face_correction != gfpgan_file:
load_model_gfpgan(req.use_face_correction)
if req.use_upscale != real_esrgan_file:
load_model_real_esrgan(req.use_upscale)
model.cdevice = device
modelCS.cond_stage_model.device = device
@ -142,10 +228,15 @@ def mk_img(req: Request):
opt_strength = req.prompt_strength
opt_save_to_disk_path = req.save_to_disk_path
opt_init_img = req.init_image
opt_use_face_correction = req.use_face_correction
opt_use_upscale = req.use_upscale
opt_show_only_filtered = req.show_only_filtered_image
opt_format = 'png'
print(req.to_string(), '\n device', device)
print('\n\n Using precision:', precision)
seed_everything(opt_seed)
batch_size = opt_n_samples
@ -188,7 +279,7 @@ def mk_img(req: Request):
print(f"target t_enc is {t_enc} steps")
if opt_save_to_disk_path is not None:
session_out_path = os.path.join(opt_save_to_disk_path, 'session-' + session_id)
session_out_path = os.path.join(opt_save_to_disk_path, session_id)
os.makedirs(session_out_path, exist_ok=True)
else:
session_out_path = None
@ -198,9 +289,6 @@ def mk_img(req: Request):
for n in trange(opt_n_iter, desc="Sampling"):
for prompts in tqdm(data, desc="data"):
if opt_save_to_disk_path is not None:
base_count = len(os.listdir(session_out_path))
with precision_scope("cuda"):
modelCS.to(device)
uc = None
@ -236,25 +324,54 @@ def mk_img(req: Request):
x_samples_ddim = modelFS.decode_first_stage(x_samples[i].unsqueeze(0))
x_sample = torch.clamp((x_samples_ddim + 1.0) / 2.0, min=0.0, max=1.0)
x_sample = 255.0 * rearrange(x_sample[0].cpu().numpy(), "c h w -> h w c")
img = Image.fromarray(x_sample.astype(np.uint8))
img_data = img_to_base64_str(img)
res.images.append(ResponseImage(data=img_data, seed=opt_seed))
x_sample = x_sample.astype(np.uint8)
img = Image.fromarray(x_sample)
if opt_save_to_disk_path is not None:
prompt_flattened = "_".join(re.split(":| ", prompts[0]))
prompt_flattened = prompt_flattened[:150]
prompt_flattened = filename_regex.sub('_', prompts[0])
prompt_flattened = prompt_flattened[:50]
file_path = f"sd_{prompt_flattened}_Seed-{opt_seed}_Steps-{opt_ddim_steps}_Guidance-{opt_scale}_{base_count:05}"
img_id = str(uuid.uuid4())[-8:]
file_path = f"{prompt_flattened}_{img_id}"
img_out_path = os.path.join(session_out_path, f"{file_path}.{opt_format}")
meta_out_path = os.path.join(session_out_path, f"{file_path}.txt")
metadata = f"{prompts[0]}\nSeed: {opt_seed}\nSteps: {opt_ddim_steps}\nGuidance Scale: {opt_scale}"
img.save(img_out_path)
with open(meta_out_path, 'w') as f:
f.write(metadata)
if not opt_show_only_filtered:
save_image(img, img_out_path)
base_count += 1
save_metadata(meta_out_path, prompts, opt_seed, opt_W, opt_H, opt_ddim_steps, opt_scale, opt_strength, opt_use_face_correction, opt_use_upscale)
if not opt_show_only_filtered:
img_data = img_to_base64_str(img)
res.images.append(ResponseImage(data=img_data, seed=opt_seed))
if (opt_use_face_correction is not None and opt_use_face_correction.startswith('GFPGAN')) or \
(opt_use_upscale is not None and opt_use_upscale.startswith('RealESRGAN')):
gc()
filters_applied = []
if opt_use_face_correction:
_, _, output = model_gfpgan.enhance(x_sample[:,:,::-1], has_aligned=False, only_center_face=False, paste_back=True)
x_sample = output[:,:,::-1]
filters_applied.append(opt_use_face_correction)
if opt_use_upscale:
output, _ = model_real_esrgan.enhance(x_sample[:,:,::-1])
x_sample = output[:,:,::-1]
filters_applied.append(opt_use_upscale)
filtered_image = Image.fromarray(x_sample)
filtered_img_data = img_to_base64_str(filtered_image)
res.images.append(ResponseImage(data=filtered_img_data, seed=opt_seed))
filters_applied = "_".join(filters_applied)
if opt_save_to_disk_path is not None:
filtered_img_out_path = os.path.join(session_out_path, f"{file_path}_{filters_applied}.{opt_format}")
save_image(filtered_image, filtered_img_out_path)
seeds += str(opt_seed) + ","
opt_seed += 1
@ -269,6 +386,21 @@ def mk_img(req: Request):
return res
def save_image(img, img_out_path):
try:
img.save(img_out_path)
except:
print('could not save the file', traceback.format_exc())
def save_metadata(meta_out_path, prompts, opt_seed, opt_W, opt_H, opt_ddim_steps, opt_scale, opt_prompt_strength, opt_correct_face, opt_upscale):
metadata = f"{prompts[0]}\nWidth: {opt_W}\nHeight: {opt_H}\nSeed: {opt_seed}\nSteps: {opt_ddim_steps}\nGuidance Scale: {opt_scale}\nPrompt Strength: {opt_prompt_strength}\nUse Face Correction: {opt_correct_face}\nUse Upscaling: {opt_upscale}"
try:
with open(meta_out_path, 'w') as f:
f.write(metadata)
except:
print('could not save the file', traceback.format_exc())
def _txt2img(opt_W, opt_H, opt_n_samples, opt_ddim_steps, opt_scale, start_code, opt_C, opt_f, opt_ddim_eta, c, uc, opt_seed):
shape = [opt_n_samples, opt_C, opt_H // opt_f, opt_W // opt_f]
@ -314,6 +446,13 @@ def _img2img(init_latent, t_enc, batch_size, opt_scale, c, uc, opt_ddim_steps, o
return samples_ddim
def gc():
if device == 'cpu':
return
torch.cuda.empty_cache()
torch.cuda.ipc_collect()
# internal
def chunk(it, size):

80
ui/server.py
View File

@ -1,3 +1,4 @@
import json
import traceback
import sys
@ -9,11 +10,14 @@ print('started in ', SCRIPT_DIR)
SD_UI_DIR = os.getenv('SD_UI_PATH', None)
sys.path.append(os.path.dirname(SD_UI_DIR))
CONFIG_DIR = os.path.join(SD_UI_DIR, '..', 'scripts')
OUTPUT_DIRNAME = "Stable Diffusion UI" # in the user's home folder
from fastapi import FastAPI, HTTPException
from starlette.responses import FileResponse
from pydantic import BaseModel
import logging
from sd_internal import Request, Response
@ -38,14 +42,21 @@ class ImageRequest(BaseModel):
seed: int = 42
prompt_strength: float = 0.8
# allow_nsfw: bool = False
save_to_disk: bool = False
save_to_disk_path: str = None
turbo: bool = True
use_cpu: bool = False
use_full_precision: bool = False
use_face_correction: str = None # or "GFPGANv1.3"
use_upscale: str = None # or "RealESRGAN_x4plus" or "RealESRGAN_x4plus_anime_6B"
show_only_filtered_image: bool = False
class SetAppConfigRequest(BaseModel):
update_branch: str = "main"
@app.get('/')
def read_root():
return FileResponse(os.path.join(SD_UI_DIR, 'index.html'))
headers = {"Cache-Control": "no-cache, no-store, must-revalidate", "Pragma": "no-cache", "Expires": "0"}
return FileResponse(os.path.join(SD_UI_DIR, 'index.html'), headers=headers)
@app.get('/ping')
async def ping():
@ -61,7 +72,7 @@ async def ping():
model_is_loading = True
from sd_internal import runtime
runtime.load_model(ckpt_to_use="sd-v1-4.ckpt")
runtime.load_model_ckpt(ckpt_to_use="sd-v1-4")
model_loaded = True
model_is_loading = False
@ -90,9 +101,10 @@ async def image(req : ImageRequest):
r.turbo = req.turbo
r.use_cpu = req.use_cpu
r.use_full_precision = req.use_full_precision
if req.save_to_disk:
r.save_to_disk_path = outpath
r.save_to_disk_path = req.save_to_disk_path
r.use_upscale: str = req.use_upscale
r.use_face_correction = req.use_face_correction
r.show_only_filtered_image = req.show_only_filtered_image
try:
res: Response = runtime.mk_img(r)
@ -102,10 +114,59 @@ async def image(req : ImageRequest):
print(traceback.format_exc())
return HTTPException(status_code=500, detail=str(e))
@app.post('/app_config')
async def setAppConfig(req : SetAppConfigRequest):
try:
config = {
'update_branch': req.update_branch
}
config_json_str = json.dumps(config)
config_bat_str = f'@set update_branch={req.update_branch}'
config_sh_str = f'export update_branch={req.update_branch}'
config_json_path = os.path.join(CONFIG_DIR, 'config.json')
config_bat_path = os.path.join(CONFIG_DIR, 'config.bat')
config_sh_path = os.path.join(CONFIG_DIR, 'config.sh')
with open(config_json_path, 'w') as f:
f.write(config_json_str)
with open(config_bat_path, 'w') as f:
f.write(config_bat_str)
with open(config_sh_path, 'w') as f:
f.write(config_sh_str)
return {'OK'}
except Exception as e:
print(traceback.format_exc())
return HTTPException(status_code=500, detail=str(e))
@app.get('/app_config')
def getAppConfig():
try:
config_json_path = os.path.join(CONFIG_DIR, 'config.json')
if not os.path.exists(config_json_path):
return HTTPException(status_code=500, detail="No config file")
with open(config_json_path, 'r') as f:
config_json_str = f.read()
config = json.loads(config_json_str)
return config
except Exception as e:
print(traceback.format_exc())
return HTTPException(status_code=500, detail=str(e))
@app.get('/media/ding.mp3')
def read_ding():
return FileResponse(os.path.join(SD_UI_DIR, 'media/ding.mp3'))
@app.get('/media/kofi.png')
def read_modifiers():
return FileResponse(os.path.join(SD_UI_DIR, 'media/kofi.png'))
@app.get('/modifiers.json')
def read_modifiers():
return FileResponse(os.path.join(SD_UI_DIR, 'modifiers.json'))
@ -114,5 +175,12 @@ def read_modifiers():
def read_home_dir():
return {outpath}
# don't log /ping requests
class HealthCheckLogFilter(logging.Filter):
def filter(self, record: logging.LogRecord) -> bool:
return record.getMessage().find('/ping') == -1
logging.getLogger('uvicorn.access').addFilter(HealthCheckLogFilter())
# start the browser ui
import webbrowser; webbrowser.open('http://localhost:9000')