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Merge branch 'beta' of github.com:cmdr2/stable-diffusion-ui into beta
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README.md
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README.md
@ -1,14 +1,13 @@
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# Stable Diffusion UI
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### The easiest way to install and use [Stable Diffusion](https://github.com/CompVis/stable-diffusion) on your own computer. Does not require technical knowledge, does not require pre-installed software. 1-click install, powerful features, friendly community.
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# Easy Diffusion 2.5
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### The easiest way to install and use [Stable Diffusion](https://github.com/CompVis/stable-diffusion) on your own computer.
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[![Discord Server](https://img.shields.io/discord/1014774730907209781?label=Discord)](https://discord.com/invite/u9yhsFmEkB) (for support, and development discussion) | [Troubleshooting guide for common problems](https://github.com/cmdr2/stable-diffusion-ui/wiki/Troubleshooting)
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Does not require technical knowledge, does not require pre-installed software. 1-click install, powerful features, friendly community.
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### New:
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Experimental support for Stable Diffusion 2.0 is available in beta!
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[Installation guide](#step-1-download-and-extract-the-installer) | [Troubleshooting guide](https://github.com/cmdr2/stable-diffusion-ui/wiki/Troubleshooting) | <sub>[![Discord Server](https://img.shields.io/discord/1014774730907209781?label=Discord)](https://discord.com/invite/u9yhsFmEkB)</sub> <sup>(for support queries, and development discussions)</sup>
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----
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![t2i](https://raw.githubusercontent.com/Stability-AI/stablediffusion/main/assets/stable-samples/txt2img/768/merged-0006.png)
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# Step 1: Download and prepare the installer
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# Step 1: Download and extract the installer
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Click the download button for your operating system:
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<p float="left">
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@ -44,9 +43,18 @@ The installer will take care of whatever is needed. If you face any problems, yo
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### User experience
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- **Hassle-free installation**: Does not require technical knowledge, does not require pre-installed software. Just download and run!
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- **Clutter-free UI**: A friendly and simple UI, while providing a lot of powerful features.
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- **Task Queue**: Queue up all your ideas, without waiting for the current task to finish.
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- **Intelligent Model Detection**: Automatically figures out the YAML config file to use for the chosen model (via a models database).
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- **Live Preview**: See the image as the AI is drawing it.
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- **Image Modifiers**: A library of *modifier tags* like *"Realistic"*, *"Pencil Sketch"*, *"ArtStation"* etc. Experiment with various styles quickly.
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- **Multiple Prompts File**: Queue multiple prompts by entering one prompt per line, or by running a text file.
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- **Save generated images to disk**: Save your images to your PC!
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- **UI Themes**: Customize the program to your liking.
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- **Organize your models into sub-folders**
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### Image generation
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- **Supports**: "*Text to Image*" and "*Image to Image*".
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- **14 Samplers**: `ddim`, `plms`, `heun`, `euler`, `euler_a`, `dpm2`, `dpm2_a`, `lms`, `dpm_solver_stability`, `dpmpp_2s_a`, `dpmpp_2m`, `dpmpp_sde`, `dpm_fast`, `dpm_adaptive`
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- **In-Painting**: Specify areas of your image to paint into.
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- **Simple Drawing Tool**: Draw basic images to guide the AI, without needing an external drawing program.
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- **Face Correction (GFPGAN)**
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@ -56,7 +64,6 @@ The installer will take care of whatever is needed. If you face any problems, yo
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- **Attention/Emphasis**: () in the prompt increases the model's attention to enclosed words, and [] decreases it.
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- **Weighted Prompts**: Use weights for specific words in your prompt to change their importance, e.g. `red:2.4 dragon:1.2`.
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- **Prompt Matrix**: Quickly create multiple variations of your prompt, e.g. `a photograph of an astronaut riding a horse | illustration | cinematic lighting`.
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- **Lots of Samplers**: ddim, plms, heun, euler, euler_a, dpm2, dpm2_a, lms.
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- **1-click Upscale/Face Correction**: Upscale or correct an image after it has been generated.
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- **Make Similar Images**: Click to generate multiple variations of a generated image.
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- **NSFW Setting**: A setting in the UI to control *NSFW content*.
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@ -64,13 +71,15 @@ The installer will take care of whatever is needed. If you face any problems, yo
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### Advanced features
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- **Custom Models**: Use your own `.ckpt` or `.safetensors` file, by placing it inside the `models/stable-diffusion` folder!
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- **Stable Diffusion 2.0 support (experimental)**: available in beta channel.
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- **Stable Diffusion 2.1 support**
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- **Merge Models**
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- **Use custom VAE models**
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- **Use pre-trained Hypernetworks**
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- **UI Plugins**: Choose from a growing list of [community-generated UI plugins](https://github.com/cmdr2/stable-diffusion-ui/wiki/UI-Plugins), or write your own plugin to add features to the project!
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### Performance and security
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- **Low Memory Usage**: Creates 512x512 images with less than 4GB of GPU RAM!
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- **Fast**: Creates a 512x512 image with euler_a in 5 seconds, on an NVIDIA 3060 12GB.
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- **Low Memory Usage**: Create 512x512 images with less than 3 GB of GPU RAM, and 768x768 images with less than 4 GB of GPU RAM!
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- **Use CPU setting**: If you don't have a compatible graphics card, but still want to run it on your CPU.
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- **Multi-GPU support**: Automatically spreads your tasks across multiple GPUs (if available), for faster performance!
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- **Auto scan for malicious models**: Uses picklescan to prevent malicious models.
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@ -78,23 +87,17 @@ The installer will take care of whatever is needed. If you face any problems, yo
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- **Auto-updater**: Gets you the latest improvements and bug-fixes to a rapidly evolving project.
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- **Developer Console**: A developer-mode for those who want to modify their Stable Diffusion code, and edit the conda environment.
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### Usability:
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- **Live Preview**: See the image as the AI is drawing it.
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- **Task Queue**: Queue up all your ideas, without waiting for the current task to finish.
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- **Image Modifiers**: A library of *modifier tags* like *"Realistic"*, *"Pencil Sketch"*, *"ArtStation"* etc. Experiment with various styles quickly.
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- **Multiple Prompts File**: Queue multiple prompts by entering one prompt per line, or by running a text file.
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- **Save generated images to disk**: Save your images to your PC!
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- **UI Themes**: Customize the program to your liking.
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**(and a lot more)**
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----
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## Easy for new users:
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![Screenshot of the initial UI](media/shot-v10-simple.jpg?raw=true)
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![Screenshot of the initial UI](https://user-images.githubusercontent.com/844287/217043152-29454d15-0387-4228-b70d-9a4b84aeb8ba.png)
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## Powerful features for advanced users:
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![Screenshot of advanced settings](media/shot-v10.jpg?raw=true)
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![Screenshot of advanced settings](https://user-images.githubusercontent.com/844287/217042588-fc53c975-bacd-4a9c-af88-37408734ade3.png)
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## Live Preview
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Useful for judging (and stopping) an image quickly, without waiting for it to finish rendering.
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@ -102,7 +105,9 @@ Useful for judging (and stopping) an image quickly, without waiting for it to fi
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![live-512](https://user-images.githubusercontent.com/844287/192097249-729a0a1e-a677-485e-9ccc-16a9e848fabe.gif)
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## Task Queue
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![Screenshot of task queue](media/task-queue-v1.jpg?raw=true)
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![Screenshot of task queue](https://user-images.githubusercontent.com/844287/217043984-0b35f73b-1318-47cb-9eed-a2a91b430490.png)
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# System Requirements
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1. Windows 10/11, or Linux. Experimental support for Mac is coming soon.
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@ -72,7 +72,7 @@ if "%ERRORLEVEL%" EQU "0" (
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set PYTHONNOUSERSITE=1
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set PYTHONPATH=%INSTALL_ENV_DIR%\lib\site-packages
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call pip install --upgrade torch torchvision --extra-index-url https://download.pytorch.org/whl/cu116 || (
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call python -m pip install --upgrade torch torchvision --extra-index-url https://download.pytorch.org/whl/cu116 || (
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echo "Error installing torch. 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/wiki/Troubleshooting" & 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!"
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pause
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exit /b
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set PYTHONNOUSERSITE=1
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set PYTHONPATH=%INSTALL_ENV_DIR%\lib\site-packages
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call pip install --upgrade sdkit -q || (
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call python -m pip install --upgrade sdkit -q || (
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echo "Error updating sdkit"
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)
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)
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set PYTHONNOUSERSITE=1
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set PYTHONPATH=%INSTALL_ENV_DIR%\lib\site-packages
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call pip install sdkit || (
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call python -m pip install sdkit || (
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echo "Error installing sdkit. 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/wiki/Troubleshooting" & 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!"
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pause
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exit /b
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@ -113,7 +113,7 @@ if "%ERRORLEVEL%" EQU "0" (
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call python -c "from importlib.metadata import version; print('sdkit version:', version('sdkit'))"
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@rem upgrade stable-diffusion-sdkit
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call pip install --upgrade stable-diffusion-sdkit -q || (
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call python -m pip install --upgrade stable-diffusion-sdkit -q || (
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echo "Error updating stable-diffusion-sdkit"
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)
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call python -c "from importlib.metadata import version; print('stable-diffusion version:', version('stable-diffusion-sdkit'))"
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set PYTHONNOUSERSITE=1
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set PYTHONPATH=%INSTALL_ENV_DIR%\lib\site-packages
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call pip install rich || (
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call python -m pip install rich || (
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echo "Error installing rich. 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/wiki/Troubleshooting" & 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!"
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pause
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exit /b
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export PYTHONNOUSERSITE=1
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export PYTHONPATH="$INSTALL_ENV_DIR/lib/python3.8/site-packages"
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if pip install --upgrade torch torchvision --extra-index-url https://download.pytorch.org/whl/cu116 ; then
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if python -m pip install --upgrade torch torchvision --extra-index-url https://download.pytorch.org/whl/cu116 ; then
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echo "Installed."
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else
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fail "torch install failed"
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export PYTHONNOUSERSITE=1
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export PYTHONPATH="$INSTALL_ENV_DIR/lib/python3.8/site-packages"
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pip install --upgrade sdkit -q
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python -m pip install --upgrade sdkit -q
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fi
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else
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echo "Installing sdkit: https://pypi.org/project/sdkit/"
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export PYTHONNOUSERSITE=1
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export PYTHONPATH="$INSTALL_ENV_DIR/lib/python3.8/site-packages"
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if pip install sdkit ; then
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if python -m pip install sdkit ; then
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echo "Installed."
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else
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fail "sdkit install failed"
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python -c "from importlib.metadata import version; print('sdkit version:', version('sdkit'))"
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# upgrade stable-diffusion-sdkit
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pip install --upgrade stable-diffusion-sdkit -q
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python -m pip install --upgrade stable-diffusion-sdkit -q
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python -c "from importlib.metadata import version; print('stable-diffusion version:', version('stable-diffusion-sdkit'))"
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# install rich
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export PYTHONNOUSERSITE=1
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export PYTHONPATH="$INSTALL_ENV_DIR/lib/python3.8/site-packages"
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if pip install rich ; then
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if python -m pip install rich ; then
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echo "Installed."
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else
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fail "Install failed for rich"
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