Revert "Merge pull request #466 from jstayco/consolidated_install_scripts"
This reverts commitb7a719b51a, reversing changes made to538752ccab.
This commit is contained in:
bmaltais
parent
b7a719b51a
commit
97b004e756
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@ -8,5 +8,4 @@ wd14_tagger_model
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.DS_Store
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locon
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gui-user.bat
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gui-user.ps1
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.idea
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gui-user.ps1
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155
README.md
155
README.md
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@ -6,30 +6,21 @@ If you run on Linux and would like to use the GUI, there is now a port of it as
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### Table of Contents
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- [Tutorials](#tutorials)
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- [Required Dependencies](#required-dependencies)
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- [Linux/macOS](#linux-and-macos-dependencies)
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- [Installation](#installation)
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- [Linux/macOS](#linux-and-macos)
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- [Default Install Locations](#install-location)
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- [Windows](#windows)
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- [CUDNN 8.6](#optional--cudnn-86)
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- [Upgrading](#upgrading)
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- [Windows](#windows-upgrade)
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- [Linux/macOS](#linux-and-macos-upgrade)
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- [Launching the GUI](#starting-gui-service)
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- [Windows](#launching-the-gui-on-windows)
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- [Linux/macOS](#launching-the-gui-on-linux-and-macos)
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- [Direct Launch via Python Script](#launching-the-gui-directly-using-kohyaguipy)
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- [Dreambooth](#dreambooth)
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- [Finetune](#finetune)
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- [Train Network](#train-network)
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- [LoRA](#lora)
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- [Troubleshooting](#troubleshooting)
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- [Page File Limit](#page-file-limit)
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- [No module called tkinter](#no-module-called-tkinter)
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- [FileNotFoundError](#filenotfounderror)
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- [Change History](#change-history)
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- [Tutorials](https://github.com/bmaltais/kohya_ss#tutorials)
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- [Required Dependencies](https://github.com/bmaltais/kohya_ss#required-dependencies)
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- [Installation](https://github.com/bmaltais/kohya_ss#installation)
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- [CUDNN 8.6](https://github.com/bmaltais/kohya_ss#optional-cudnn-86)
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- [Upgrading](https://github.com/bmaltais/kohya_ss#upgrading)
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- [Launching the GUI](https://github.com/bmaltais/kohya_ss#launching-the-gui)
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- [Dreambooth](https://github.com/bmaltais/kohya_ss#dreambooth)
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- [Finetune](https://github.com/bmaltais/kohya_ss#finetune)
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- [Train Network](https://github.com/bmaltais/kohya_ss#train-network)
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- [LoRA](https://github.com/bmaltais/kohya_ss#lora)
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- [Troubleshooting](https://github.com/bmaltais/kohya_ss#troubleshooting)
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- [Page File Limit](https://github.com/bmaltais/kohya_ss#page-file-limit)
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- [No module called tkinter](https://github.com/bmaltais/kohya_ss#no-module-called-tkinter)
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- [FileNotFoundError](https://github.com/bmaltais/kohya_ss#filenotfounderror)
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- [Change History](https://github.com/bmaltais/kohya_ss#change-history)
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## Tutorials
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@ -48,66 +39,35 @@ If you run on Linux and would like to use the GUI, there is now a port of it as
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- Install [Git](https://git-scm.com/download/win)
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- Install [Visual Studio 2015, 2017, 2019, and 2022 redistributable](https://aka.ms/vs/17/release/vc_redist.x64.exe)
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### Linux and macOS dependencies
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These dependencies are taken care of via `setup.sh` in the installation section. No additional steps should be needed unless the scripts inform you otherwise.
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## Installation
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### Runpod
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Follow the instructions found in this discussion: https://github.com/bmaltais/kohya_ss/discussions/379
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### Linux and macOS
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### MacOS
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In the terminal, run
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```
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git clone https://github.com/bmaltais/kohya_ss.git
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cd kohya_ss
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# May need to chmod +x ./setup.sh if you're on a machine with stricter security.
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# There are additional options if needed for a runpod environment.
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# Call 'setup.sh -h' or 'setup.sh --help' for more information.
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./setup.sh
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bash macos_setup.sh
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```
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Setup.sh help included here:
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During the accelerate config screen after running the script answer "This machine", "None", "No" for the remaining questions.
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```bash
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Kohya_SS Installation Script for POSIX operating systems.
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### Ubuntu
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In the terminal, run
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The following options are useful in a runpod environment,
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but will not affect a local machine install.
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Usage:
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setup.sh -b dev -d /workspace/kohya_ss -g https://mycustom.repo.tld/custom_fork.git
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setup.sh --branch=dev --dir=/workspace/kohya_ss --git-repo=https://mycustom.repo.tld/custom_fork.git
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Options:
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-b BRANCH, --branch=BRANCH Select which branch of kohya to check out on new installs.
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-d DIR, --dir=DIR The full path you want kohya_ss installed to.
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-g REPO, --git_repo=REPO You can optionally provide a git repo to check out for runpod installation. Useful for custom forks.
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-h, --help Show this screen.
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-i, --interactive Interactively configure accelerate instead of using default config file.
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-n, --no-update Do not update kohya_ss repo. No git pull or clone operations.
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-p, --public Expose public URL in runpod mode. Won't have an effect in other modes.
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-r, --runpod Forces a runpod installation. Useful if detection fails for any reason.
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-s, --skip-space-check Skip the 10Gb minimum storage space check.
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-v, --verbose Increase verbosity levels up to 3.
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```
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git clone https://github.com/bmaltais/kohya_ss.git
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cd kohya_ss
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bash ubuntu_setup.sh
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```
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#### Install location
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The default install location for Linux is where the script is located if a previous installation is detected that location.
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Otherwise, it will fall to `/opt/kohya_ss`. If /opt is not writeable, the fallback is `$HOME/kohya_ss`. Lastly, if all else fails it will simply install to the current folder you are in (PWD).
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On macOS and other non-Linux machines, it will first try to detect an install where the script is run from and then run setup there if that's detected.
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If a previous install isn't found at that location, then it will default install to `$HOME/kohya_ss` followed by where you're currently at if there's no access to $HOME.
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You can override this behavior by specifying an install directory with the -d option.
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If you are using the interactive mode, our default values for the accelerate config screen after running the script answer "This machine", "None", "No" for the remaining questions.
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These are the same answers as the Windows install.
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then configure accelerate with the same answers as in the MacOS instructions when prompted.
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### Windows
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In the terminal, run:
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In the terminal, run
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```
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git clone https://github.com/bmaltais/kohya_ss.git
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@ -115,7 +75,7 @@ cd kohya_ss
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setup.bat
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```
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Then configure accelerate with the same answers as in the MacOS instructions when prompted.
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then configure accelerate with the same answers as in the MacOS instructions when prompted.
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### Optional: CUDNN 8.6
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@ -133,58 +93,38 @@ Run the following commands to install:
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python .\tools\cudann_1.8_install.py
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```
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Once the commands have completed successfully you should be ready to use the new version. MacOS support is not tested and has been mostly taken from https://gist.github.com/jstayco/9f5733f05b9dc29de95c4056a023d645
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## Upgrading MacOS
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## Upgrading
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When a new release comes out, you can upgrade your repo with the following commands in the root directory:
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The following commands will work from the root directory of the project if you'd prefer to not run scripts.
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These commands will work on any OS.
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```bash
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git pull
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.\venv\Scripts\activate
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pip install --use-pep517 --upgrade -r requirements.txt
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upgrade_macos.sh
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```
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### Windows Upgrade
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Once the commands have completed successfully you should be ready to use the new version. MacOS support is not tested and has been mostly taken from https://gist.github.com/jstayco/9f5733f05b9dc29de95c4056a023d645
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## Upgrading Windows
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When a new release comes out, you can upgrade your repo with the following commands in the root directory:
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```powershell
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upgrade.bat
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```
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### Linux and macOS Upgrade
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You can cd into the root directory and simply run
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```bash
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# Refresh and update everything
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./setup.sh
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# This will refresh everything, but NOT clone or pull the git repo.
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./setup.sh --no-git-update
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```
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Once the commands have completed successfully you should be ready to use the new version.
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# Starting GUI Service
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## Launching the GUI using gui.bat or gui.ps1
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The script can be run with several optional command line arguments:
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The following command line arguments can be passed to the scripts on any OS to configure the underlying service.
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```
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--listen: the IP address to listen on for connections to Gradio.
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--username: a username for authentication.
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--password: a password for authentication.
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--server_port: the port to run the server listener on.
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--inbrowser: opens the Gradio UI in a web browser.
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--username: a username for authentication.
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--password: a password for authentication.
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--server_port: the port to run the server listener on.
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--inbrowser: opens the Gradio UI in a web browser.
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--share: shares the Gradio UI.
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```
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### Launching the GUI on Windows
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The two scripts to launch the GUI on Windows are gui.ps1 and gui.bat in the root directory.
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You can use whichever script you prefer.
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To launch the Gradio UI, run the script in a terminal with the desired command line arguments, for example:
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These command line arguments can be passed to the UI function as keyword arguments. To launch the Gradio UI, run the script in a terminal with the desired command line arguments, for example:
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`gui.ps1 --listen 127.0.0.1 --server_port 7860 --inbrowser --share`
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@ -192,19 +132,14 @@ or
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`gui.bat --listen 127.0.0.1 --server_port 7860 --inbrowser --share`
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## Launching the GUI on Linux and macOS
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## Launching the GUI using kohya_gui.py
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Run the launcher script with the desired command line arguments similar to Windows.
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`gui.sh --listen 127.0.0.1 --server_port 7860 --inbrowser --share`
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## Launching the GUI directly using kohya_gui.py
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To run the GUI directly bypassing the wrapper scripts, simply use this command from the root project directory:
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To run the GUI, simply use this command:
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```
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.\venv\Scripts\activate
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python .\kohya_gui.py
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python.exe .\kohya_gui.py
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```
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## Dreambooth
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@ -1,22 +0,0 @@
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command_file: null
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commands: null
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compute_environment: LOCAL_MACHINE
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deepspeed_config: {}
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distributed_type: 'NO'
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downcast_bf16: 'no'
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dynamo_backend: 'NO'
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fsdp_config: {}
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gpu_ids: all
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machine_rank: 0
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main_process_ip: null
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main_process_port: null
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main_training_function: main
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megatron_lm_config: {}
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mixed_precision: 'no'
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num_machines: 1
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num_processes: 1
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rdzv_backend: static
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same_network: true
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tpu_name: null
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tpu_zone: null
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use_cpu: false
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12
gui.sh
12
gui.sh
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@ -1,9 +1,13 @@
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#!/usr/bin/env bash
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#!/bin/bash
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# Activate the virtual environment
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source ./venv/bin/activate
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source venv/bin/activate
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# If the requirements are validated, run the kohya_gui.py script with the command-line arguments
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if python tools/validate_requirements.py; then
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# Validate the requirements and store the exit code
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python tools/validate_requirements.py
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exit_code=$?
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# If the exit code is 0, run the kohya_gui.py script with the command-line arguments
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if [ $exit_code -eq 0 ]; then
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python kohya_gui.py "$@"
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fi
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@ -0,0 +1,13 @@
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#!/bin/bash
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# Activate the virtual environment
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source venv/bin/activate
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# Validate the requirements and store the exit code
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python tools/validate_requirements.py --requirements requirements_macos.txt
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exit_code=$?
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# If the exit code is 0, run the kohya_gui.py script with the command-line arguments
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if [ $exit_code -eq 0 ]; then
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python kohya_gui.py "$@"
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fi
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@ -0,0 +1,38 @@
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#!/bin/bash
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# The initial setup script to prep the environment on macOS
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# xformers has been omitted as that is for Nvidia GPUs only
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if ! command -v brew >/dev/null; then
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echo "Please install homebrew first. This is a requirement for the remaining setup."
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echo "You can find that here: https://brew.sh"
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exit 1
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fi
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# Install base python packages
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echo "Installing Python 3.10 if not found."
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brew ls --versions python@3.10 >/dev/null || brew install python@3.10
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echo "Installing Python-TK 3.10 if not found."
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brew ls --versions python-tk@3.10 >/dev/null || brew install python-tk@3.10
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if command -v python3.10 >/dev/null; then
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python3.10 -m venv venv
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source venv/bin/activate
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# DEBUG ONLY
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#pip install pydevd-pycharm~=223.8836.43
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# Tensorflow installation
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if wget https://github.com/apple/tensorflow_macos/releases/download/v0.1alpha3/tensorflow_macos-0.1a3-cp38-cp38-macosx_11_0_arm64.whl /tmp; then
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python -m pip install tensorflow==0.1a3 -f https://github.com/apple/tensorflow_macos/releases/download/v0.1alpha3/tensorflow_macos-0.1a3-cp38-cp38-macosx_11_0_arm64.whl
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rm -f /tmp/tensorflow_macos-0.1a3-cp38-cp38-macosx_11_0_arm64.whl
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fi
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pip install torch==2.0.0 torchvision==0.15.1 -f https://download.pytorch.org/whl/cpu/torch_stable.html
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python -m pip install --use-pep517 --upgrade -r requirements_macos.txt
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accelerate config
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echo -e "Setup finished! Run ./gui_macos.sh to start."
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else
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echo "Python not found. Please ensure you install Python."
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echo "The brew command for Python 3.10 is: brew install python@3.10"
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exit 1
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fi
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@ -7,14 +7,12 @@ diffusers[torch]==0.10.2
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easygui==0.98.3
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einops==0.6.0
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ftfy==6.1.1
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gradio==3.19.1; sys_platform != 'darwin'
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gradio==3.23.0; sys_platform == 'darwin'
|
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gradio==3.19.1
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lion-pytorch==0.0.6
|
||||
opencv-python==4.7.0.68
|
||||
pytorch-lightning==1.9.0
|
||||
safetensors==0.2.6
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tensorboard==2.10.1 ; sys_platform != 'darwin'
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tensorboard==2.12.1 ; sys_platform == 'darwin'
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tensorboard==2.10.1
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tk==0.1.0
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||||
toml==0.10.2
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||||
transformers==4.26.0
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||||
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@ -25,8 +23,7 @@ requests==2.28.2
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|||
timm==0.6.12
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# tensorflow<2.11
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||||
huggingface-hub==0.13.0
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||||
tensorflow==2.10.1; sys_platform != 'darwin'
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||||
tensorflow-macos==2.12.0; sys_platform == 'darwin'
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tensorflow==2.10.1
|
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# For locon support
|
||||
lycoris-lora @ git+https://github.com/KohakuBlueleaf/LyCORIS.git@c3d925421209a22a60d863ffa3de0b3e7e89f047
|
||||
# lycoris_lora==0.1.4
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||||
|
|
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|||
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|
@ -0,0 +1,32 @@
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|||
accelerate==0.15.0
|
||||
albumentations==1.3.0
|
||||
altair==4.2.2
|
||||
bitsandbytes==0.35.0
|
||||
dadaptation==1.5
|
||||
diffusers[torch]==0.10.2
|
||||
easygui==0.98.3
|
||||
einops==0.6.0
|
||||
ftfy==6.1.1
|
||||
gradio==3.19.1; sys_platform != 'darwin'
|
||||
gradio==3.23.0; sys_platform == 'darwin'
|
||||
lion-pytorch==0.0.6
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||||
opencv-python==4.7.0.68
|
||||
pytorch-lightning==1.9.0
|
||||
safetensors==0.2.6
|
||||
tensorboard==2.10.1
|
||||
tk==0.1.0
|
||||
toml==0.10.2
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||||
transformers==4.26.0
|
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voluptuous==0.13.1
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# for BLIP captioning
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fairscale==0.4.13
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requests==2.28.2
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timm==0.6.12
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# tensorflow<2.11
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huggingface-hub==0.12.0; sys_platform != 'darwin'
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huggingface-hub==0.13.0; sys_platform == 'darwin'
|
||||
tensorflow==2.10.1; sys_platform != 'darwin'
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# For locon support
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lycoris_lora==0.1.2
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# for kohya_ss library
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.
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578
setup.sh
578
setup.sh
|
|
@ -1,578 +0,0 @@
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#!/usr/bin/env bash
|
||||
|
||||
# This file will be the host environment setup file for all operating systems other than base Windows.
|
||||
|
||||
display_help() {
|
||||
cat <<EOF
|
||||
Kohya_SS Installation Script for POSIX operating systems.
|
||||
|
||||
Usage:
|
||||
# Specifies custom branch, install directory, and git repo
|
||||
setup.sh -b dev -d /workspace/kohya_ss -g https://mycustom.repo.tld/custom_fork.git
|
||||
|
||||
# Same as example 1, but uses long options
|
||||
setup.sh --branch=dev --dir=/workspace/kohya_ss --git-repo=https://mycustom.repo.tld/custom_fork.git
|
||||
|
||||
# Maximum verbosity, fully automated installation in a runpod environment skipping the runpod env checks
|
||||
setup.sh -vvv --skip-space-check --runpod
|
||||
|
||||
Options:
|
||||
-b BRANCH, --branch=BRANCH Select which branch of kohya to check out on new installs.
|
||||
-d DIR, --dir=DIR The full path you want kohya_ss installed to.
|
||||
-g REPO, --git_repo=REPO You can optionally provide a git repo to check out for runpod installation. Useful for custom forks.
|
||||
-h, --help Show this screen.
|
||||
-i, --interactive Interactively configure accelerate instead of using default config file.
|
||||
-n, --no-git-update Do not update kohya_ss repo. No git pull or clone operations.
|
||||
-p, --public Expose public URL in runpod mode. Won't have an effect in other modes.
|
||||
-r, --runpod Forces a runpod installation. Useful if detection fails for any reason.
|
||||
-s, --skip-space-check Skip the 10Gb minimum storage space check.
|
||||
-v, --verbose Increase verbosity levels up to 3.
|
||||
EOF
|
||||
}
|
||||
|
||||
# Checks to see if variable is set and non-empty.
|
||||
# This is defined first, so we can use the function for some default variable values
|
||||
env_var_exists() {
|
||||
if [[ ! -v "$1" ]] || [[ -z "$1" ]]; then
|
||||
return 1
|
||||
else
|
||||
return 0
|
||||
fi
|
||||
}
|
||||
|
||||
# Need RUNPOD to have a default value before first access
|
||||
RUNPOD=false
|
||||
if env_var_exists RUNPOD_POD_ID || env_var_exists RUNPOD_API_KEY; then
|
||||
RUNPOD=true
|
||||
fi
|
||||
|
||||
# This gets the directory the script is run from so pathing can work relative to the script where needed.
|
||||
SCRIPT_DIR="$(cd -- $(dirname -- "$0") && pwd)"
|
||||
|
||||
# Variables defined before the getopts loop, so we have sane default values.
|
||||
# Default installation locations based on OS and environment
|
||||
if [[ "$OSTYPE" == "linux-gnu"* ]]; then
|
||||
if [ "$RUNPOD" = true ]; then
|
||||
DIR="/workspace/kohya_ss"
|
||||
elif [ -d "$SCRIPT_DIR/.git" ]; then
|
||||
DIR="$SCRIPT_DIR"
|
||||
elif [ -w "/opt" ]; then
|
||||
DIR="/opt/kohya_ss"
|
||||
elif env_var_exists HOME; then
|
||||
DIR="$HOME/kohya_ss"
|
||||
else
|
||||
# The last fallback is simply PWD
|
||||
DIR="$(PWD)"
|
||||
fi
|
||||
else
|
||||
if [ -d "$SCRIPT_DIR/.git" ]; then
|
||||
DIR="$SCRIPT_DIR"
|
||||
elif env_var_exists HOME; then
|
||||
DIR="$HOME/kohya_ss"
|
||||
else
|
||||
# The last fallback is simply PWD
|
||||
DIR="$(PWD)"
|
||||
fi
|
||||
fi
|
||||
|
||||
VERBOSITY=2 #Start counting at 2 so that any increase to this will result in a minimum of file descriptor 3. You should leave this alone.
|
||||
MAXVERBOSITY=6 #The highest verbosity we use / allow to be displayed. Feel free to adjust.
|
||||
|
||||
BRANCH="master"
|
||||
GIT_REPO="https://github.com/bmaltais/kohya_ss.git"
|
||||
INTERACTIVE=false
|
||||
PUBLIC=false
|
||||
SKIP_SPACE_CHECK=false
|
||||
SKIP_GIT_UPDATE=false
|
||||
|
||||
while getopts ":vb:d:g:inprs-:" opt; do
|
||||
# support long options: https://stackoverflow.com/a/28466267/519360
|
||||
if [ "$opt" = "-" ]; then # long option: reformulate OPT and OPTARG
|
||||
opt="${OPTARG%%=*}" # extract long option name
|
||||
OPTARG="${OPTARG#$opt}" # extract long option argument (may be empty)
|
||||
OPTARG="${OPTARG#=}" # if long option argument, remove assigning `=`
|
||||
fi
|
||||
case $opt in
|
||||
b | branch) BRANCH="$OPTARG" ;;
|
||||
d | dir) DIR="$OPTARG" ;;
|
||||
g | git-repo) GIT_REPO="$OPTARG" ;;
|
||||
i | interactive) INTERACTIVE=true ;;
|
||||
n | no-git-update) SKIP_GIT_UPDATE=true ;;
|
||||
p | public) PUBLIC=true ;;
|
||||
r | runpod) RUNPOD=true ;;
|
||||
s | skip-space-check) SKIP_SPACE_CHECK=true ;;
|
||||
v) ((VERBOSITY = VERBOSITY + 1)) ;;
|
||||
h) display_help && exit 0 ;;
|
||||
*) display_help && exit 0 ;;
|
||||
esac
|
||||
done
|
||||
shift $((OPTIND - 1))
|
||||
|
||||
# Just in case someone puts in a relative path into $DIR,
|
||||
# we're going to get the absolute path of that.
|
||||
if [[ "$DIR" != /* ]] && [[ "$DIR" != ~* ]]; then
|
||||
DIR="$(
|
||||
cd "$(dirname "$DIR")" || exit 1
|
||||
pwd
|
||||
)/$(basename "$DIR")"
|
||||
fi
|
||||
|
||||
for v in $( #Start counting from 3 since 1 and 2 are standards (stdout/stderr).
|
||||
seq 3 $VERBOSITY
|
||||
); do
|
||||
(("$v" <= "$MAXVERBOSITY")) && eval exec "$v>&2" #Don't change anything higher than the maximum verbosity allowed.
|
||||
done
|
||||
|
||||
for v in $( #From the verbosity level one higher than requested, through the maximum;
|
||||
seq $((VERBOSITY + 1)) $MAXVERBOSITY
|
||||
); do
|
||||
(("$v" > "2")) && eval exec "$v>/dev/null" #Redirect these to bitbucket, provided that they don't match stdout and stderr.
|
||||
done
|
||||
|
||||
# Example of how to use the verbosity levels.
|
||||
# printf "%s\n" "This message is seen at verbosity level 1 and above." >&3
|
||||
# printf "%s\n" "This message is seen at verbosity level 2 and above." >&4
|
||||
# printf "%s\n" "This message is seen at verbosity level 3 and above." >&5
|
||||
|
||||
# Debug variable dump at max verbosity
|
||||
echo "BRANCH: $BRANCH
|
||||
DIR: $DIR
|
||||
GIT_REPO: $GIT_REPO
|
||||
INTERACTIVE: $INTERACTIVE
|
||||
PUBLIC: $PUBLIC
|
||||
RUNPOD: $RUNPOD
|
||||
SKIP_SPACE_CHECK: $SKIP_SPACE_CHECK
|
||||
VERBOSITY: $VERBOSITY
|
||||
Script directory is ${SCRIPT_DIR}." >&5
|
||||
|
||||
# This must be set after the getopts loop to account for $DIR changes.
|
||||
PARENT_DIR="$(dirname "${DIR}")"
|
||||
VENV_DIR="$DIR/venv"
|
||||
|
||||
# Shared functions
|
||||
# This checks for free space on the installation drive and returns that in Gb.
|
||||
size_available() {
|
||||
local folder
|
||||
if [ -d "$DIR" ]; then
|
||||
folder="$DIR"
|
||||
elif [ -d "$PARENT_DIR" ]; then
|
||||
folder="$PARENT_DIR"
|
||||
elif [ -d "$(echo "$DIR" | cut -d "/" -f2)" ]; then
|
||||
folder="$(echo "$DIR" | cut -d "/" -f2)"
|
||||
else
|
||||
echo "We are assuming a root drive install for space-checking purposes."
|
||||
folder='/'
|
||||
fi
|
||||
|
||||
local FREESPACEINKB
|
||||
FREESPACEINKB="$(df -Pk "$folder" | sed 1d | grep -v used | awk '{ print $4 "\t" }')"
|
||||
echo "Detected available space in Kb: $FREESPACEINKB" >&5
|
||||
local FREESPACEINGB
|
||||
FREESPACEINGB=$((FREESPACEINKB / 1024 / 1024))
|
||||
echo "$FREESPACEINGB"
|
||||
}
|
||||
|
||||
# The expected usage is create_symlinks symlink target_file
|
||||
create_symlinks() {
|
||||
echo "Checking symlinks now."
|
||||
# Next line checks for valid symlink
|
||||
if [ -L "$1" ]; then
|
||||
# Check if the linked file exists and points to the expected file
|
||||
if [ -e "$1" ] && [ "$(readlink "$1")" == "$2" ]; then
|
||||
echo "$(basename "$1") symlink looks fine. Skipping."
|
||||
else
|
||||
if [ -f "$2" ]; then
|
||||
echo "Broken symlink detected. Recreating $(basename "$1")."
|
||||
rm "$1" &&
|
||||
ln -s "$2" "$1"
|
||||
else
|
||||
echo "$2 does not exist. Nothing to link."
|
||||
fi
|
||||
fi
|
||||
else
|
||||
echo "Linking $(basename "$1")."
|
||||
ln -s "$2" "$1"
|
||||
fi
|
||||
}
|
||||
|
||||
install_python_dependencies() {
|
||||
# Switch to local virtual env
|
||||
echo "Switching to virtual Python environment."
|
||||
if command -v python3 >/dev/null; then
|
||||
python3 -m venv "$DIR/venv"
|
||||
elif command -v python3.10 >/dev/null; then
|
||||
python3.10 -m venv "$DIR/venv"
|
||||
else
|
||||
echo "Valid python3 or python3.10 binary not found."
|
||||
echo "Cannot proceed with the python steps."
|
||||
return 1
|
||||
fi
|
||||
|
||||
# Activate the virtual environment
|
||||
source "$DIR/venv/bin/activate"
|
||||
|
||||
# Updating pip if there is one
|
||||
echo "Checking for pip updates before Python operations."
|
||||
python3 -m pip install --upgrade pip >&3
|
||||
|
||||
echo "Installing python dependencies. This could take a few minutes as it downloads files."
|
||||
echo "If this operation ever runs too long, you can rerun this script in verbose mode to check."
|
||||
case "$OSTYPE" in
|
||||
"linux-gnu"*) pip install torch==1.12.1+cu116 torchvision==0.13.1+cu116 \
|
||||
--extra-index-url https://download.pytorch.org/whl/cu116 >&3 &&
|
||||
pip install -U -I --no-deps \
|
||||
https://github.com/C43H66N12O12S2/stable-diffusion-webui/releases/downloadlinux/xformers-0.0.14.dev0-cp310-cp310-linux_x86_64.whl >&3 ;;
|
||||
"darwin"*) pip install torch==2.0.0 torchvision==0.15.1 \
|
||||
-f https://download.pytorch.org/whl/cpu/torch_stable.html >&3 ;;
|
||||
"cygwin")
|
||||
:
|
||||
;;
|
||||
"msys")
|
||||
:
|
||||
;;
|
||||
esac
|
||||
|
||||
if [ "$RUNPOD" = true ]; then
|
||||
echo "Installing tenssort."
|
||||
pip install tensorrt >&3
|
||||
fi
|
||||
|
||||
# DEBUG ONLY (Update this version number to whatever PyCharm recommends)
|
||||
# pip install pydevd-pycharm~=223.8836.43
|
||||
|
||||
#This will copy our requirements.txt file out, make the khoya_ss lib a dynamic location then cleanup.
|
||||
echo "Copying $DIR/requirements.txt to /tmp/requirements_tmp.txt" >&3
|
||||
echo "Replacing the . for lib to our DIR variable in tmp/requirements_tmp.txt." >&3
|
||||
awk -v dir="$DIR" '/#.*kohya_ss.*library/{print; getline; sub(/^\.$/, dir)}1' "$DIR/requirements.txt" >/tmp/requirements_tmp.txt
|
||||
if [ $VERBOSITY == 2 ]; then
|
||||
python -m pip install --quiet --use-pep517 --upgrade -r /tmp/requirements_tmp.txt >&3
|
||||
else
|
||||
python -m pip install --use-pep517 --upgrade -r /tmp/requirements_tmp.txt >&3
|
||||
fi
|
||||
|
||||
echo "Removing the temp requirements file."
|
||||
if [ -f /tmp/requirements_tmp.txt ]; then
|
||||
rm /tmp/requirements_tmp.txt
|
||||
fi
|
||||
|
||||
if [ -n "$VIRTUAL_ENV" ]; then
|
||||
if command -v deactivate >/dev/null; then
|
||||
echo "Exiting Python virtual environment."
|
||||
deactivate
|
||||
else
|
||||
echo "deactivate command not found. Could still be in the Python virtual environment."
|
||||
fi
|
||||
fi
|
||||
}
|
||||
|
||||
# Attempt to non-interactively install a default accelerate config file unless specified otherwise.
|
||||
# Documentation for order of precedence locations for configuration file for automated installation:
|
||||
# https://huggingface.co/docs/accelerate/basic_tutorials/launch#custom-configurations
|
||||
configure_accelerate() {
|
||||
echo "Source accelerate config location: $DIR/config_files/accelerate/default_config.yaml" >&3
|
||||
if [ "$INTERACTIVE" = true ]; then
|
||||
accelerate config
|
||||
else
|
||||
if env_var_exists HF_HOME; then
|
||||
if [ ! -f "$HF_HOME/accelerate/default_config.yaml" ]; then
|
||||
mkdir -p "$HF_HOME/accelerate/" &&
|
||||
echo "Target accelerate config location: $HF_HOME/accelerate/default_config.yaml" >&3
|
||||
cp "$DIR/config_files/accelerate/default_config.yaml" "$HF_HOME/accelerate/default_config.yaml" &&
|
||||
echo "Copied accelerate config file to: $HF_HOME/accelerate/default_config.yaml"
|
||||
fi
|
||||
elif env_var_exists XDG_CACHE_HOME; then
|
||||
if [ ! -f "$XDG_CACHE_HOME/huggingface/accelerate" ]; then
|
||||
mkdir -p "$XDG_CACHE_HOME/huggingface/accelerate" &&
|
||||
echo "Target accelerate config location: $XDG_CACHE_HOME/accelerate/default_config.yaml" >&3
|
||||
cp "$DIR/config_files/accelerate/default_config.yaml" "$XDG_CACHE_HOME/huggingface/accelerate/default_config.yaml" &&
|
||||
echo "Copied accelerate config file to: $XDG_CACHE_HOME/huggingface/accelerate/default_config.yaml"
|
||||
fi
|
||||
elif env_var_exists HOME; then
|
||||
if [ ! -f "$HOME/.cache/huggingface/accelerate" ]; then
|
||||
mkdir -p "$HOME/.cache/huggingface/accelerate" &&
|
||||
echo "Target accelerate config location: $HOME/accelerate/default_config.yaml" >&3
|
||||
cp "$DIR/config_files/accelerate/default_config.yaml" "$HOME/.cache/huggingface/accelerate/default_config.yaml" &&
|
||||
echo "Copying accelerate config file to: $HOME/.cache/huggingface/accelerate/default_config.yaml"
|
||||
fi
|
||||
else
|
||||
echo "Could not place the accelerate configuration file. Please configure manually."
|
||||
sleep 2
|
||||
accelerate config
|
||||
fi
|
||||
fi
|
||||
}
|
||||
|
||||
# Offer a warning and opportunity to cancel the installation if < 10Gb of Free Space detected
|
||||
check_storage_space() {
|
||||
if [ "$SKIP_SPACE_CHECK" = false ]; then
|
||||
if [ "$(size_available)" -lt 10 ]; then
|
||||
echo "You have less than 10Gb of free space. This installation may fail."
|
||||
MSGTIMEOUT=10 # In seconds
|
||||
MESSAGE="Continuing in..."
|
||||
echo "Press control-c to cancel the installation."
|
||||
for ((i = MSGTIMEOUT; i >= 0; i--)); do
|
||||
printf "\r${MESSAGE} %ss. " "${i}"
|
||||
sleep 1
|
||||
done
|
||||
fi
|
||||
fi
|
||||
}
|
||||
|
||||
# These are the git operations that will run to update or clone the repo
|
||||
update_kohya_ss() {
|
||||
if [ "$SKIP_GIT_UPDATE" = false ]; then
|
||||
if command -v git >/dev/null; then
|
||||
# First, we make sure there are no changes that need to be made in git, so no work is lost.
|
||||
if [ "$(git -C "$DIR" status --porcelain=v1 2>/dev/null | wc -l)" -gt 0 ] &&
|
||||
echo "These files need to be committed or discarded: " >&4 &&
|
||||
git -C "$DIR" status >&4; then
|
||||
echo "There are changes that need to be committed or discarded in the repo in $DIR."
|
||||
echo "Commit those changes or run this script with -n to skip git operations entirely."
|
||||
exit 1
|
||||
fi
|
||||
|
||||
echo "Attempting to clone $GIT_REPO."
|
||||
if [ ! -d "$DIR/.git" ]; then
|
||||
echo "Cloning and switching to $GIT_REPO:$BRANCH" >*4
|
||||
git -C "$DIR" clone -b "$BRANCH" "$GIT_REPO" "$(basename "$DIR")" >&3
|
||||
git -C "$DIR" switch "$BRANCH" >&4
|
||||
else
|
||||
echo "git repo detected. Attempting to update repository instead."
|
||||
echo "Updating: $GIT_REPO"
|
||||
git -C "$DIR" pull "$GIT_REPO" "$BRANCH" >&3
|
||||
if ! git -C "$DIR" switch "$BRANCH" >&4; then
|
||||
echo "Branch $BRANCH did not exist. Creating it." >&4
|
||||
git -C "$DIR" switch -c "$BRANCH" >&4
|
||||
fi
|
||||
fi
|
||||
else
|
||||
echo "You need to install git."
|
||||
echo "Rerun this after installing git or run this script with -n to skip the git operations."
|
||||
fi
|
||||
else
|
||||
echo "Skipping git operations."
|
||||
fi
|
||||
}
|
||||
|
||||
# Start OS-specific detection and work
|
||||
if [[ "$OSTYPE" == "linux-gnu"* ]]; then
|
||||
# Check if root or sudo
|
||||
root=false
|
||||
if [ "$EUID" = 0 ]; then
|
||||
root=true
|
||||
elif command -v id >/dev/null && [ "$(id -u)" = 0 ]; then
|
||||
root=true
|
||||
elif [ "$UID" = 0 ]; then
|
||||
root=true
|
||||
fi
|
||||
|
||||
get_distro_name() {
|
||||
local line
|
||||
if [ -f /etc/os-release ]; then
|
||||
# We search for the line starting with ID=
|
||||
# Then we remove the ID= prefix to get the name itself
|
||||
line="$(grep -Ei '^ID=' /etc/os-release)"
|
||||
echo "Raw detected os-release distro line: $line" >&5
|
||||
line=${line##*=}
|
||||
echo "$line"
|
||||
return 0
|
||||
elif command -v python >/dev/null; then
|
||||
line="$(python -mplatform)"
|
||||
echo "$line"
|
||||
return 0
|
||||
elif command -v python3 >/dev/null; then
|
||||
line="$(python3 -mplatform)"
|
||||
echo "$line"
|
||||
return 0
|
||||
else
|
||||
line="None"
|
||||
echo "$line"
|
||||
return 1
|
||||
fi
|
||||
}
|
||||
|
||||
# We search for the line starting with ID_LIKE=
|
||||
# Then we remove the ID_LIKE= prefix to get the name itself
|
||||
# This is the "type" of distro. For example, Ubuntu returns "debian".
|
||||
get_distro_family() {
|
||||
local line
|
||||
if [ -f /etc/os-release ]; then
|
||||
if grep -Eiq '^ID_LIKE=' /etc/os-release >/dev/null; then
|
||||
line="$(grep -Ei '^ID_LIKE=' /etc/os-release)"
|
||||
echo "Raw detected os-release distro family line: $line" >&5
|
||||
line=${line##*=}
|
||||
echo "$line"
|
||||
return 0
|
||||
else
|
||||
line="None"
|
||||
echo "$line"
|
||||
return 1
|
||||
fi
|
||||
else
|
||||
line="None"
|
||||
echo "$line"
|
||||
return 1
|
||||
fi
|
||||
}
|
||||
|
||||
check_storage_space
|
||||
|
||||
# This is the pre-install work for a kohya installation on a runpod
|
||||
if [ "$RUNPOD" = true ]; then
|
||||
if [ -d "$VENV_DIR" ]; then
|
||||
echo "Pre-existing installation on a runpod detected."
|
||||
export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:"$VENV_DIR"/lib/python3.10/site-packages/tensorrt/
|
||||
export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:"$VENV_DIR"/lib/python3.10/site-packages/nvidia/cuda_runtime/lib/
|
||||
cd "$DIR" || exit 1
|
||||
fi
|
||||
fi
|
||||
|
||||
update_kohya_ss
|
||||
|
||||
distro=get_distro_name
|
||||
family=get_distro_family
|
||||
echo "Raw detected distro string: $distro" >&4
|
||||
echo "Raw detected distro family string: $family" >&4
|
||||
|
||||
echo "Installing Python TK if not found on the system."
|
||||
if "$distro" | grep -qi "Ubuntu" || "$family" | grep -qi "Ubuntu"; then
|
||||
echo "Ubuntu detected."
|
||||
if [ $(dpkg-query -W -f='${Status}' python3-tk 2>/dev/null | grep -c "ok installed") = 0 ]; then
|
||||
if [ "$root" = true ]; then
|
||||
apt update -y >&3 && apt install -y python3-tk >&3
|
||||
else
|
||||
echo "This script needs to be run as root or via sudo to install packages."
|
||||
exit 1
|
||||
fi
|
||||
else
|
||||
echo "Python TK found! Skipping install!"
|
||||
fi
|
||||
elif "$distro" | grep -Eqi "Fedora|CentOS|Redhat"; then
|
||||
echo "Redhat or Redhat base detected."
|
||||
if ! rpm -qa | grep -qi python3-tkinter; then
|
||||
if [ "$root" = true ]; then
|
||||
dnf install python3-tkinter -y >&3
|
||||
else
|
||||
echo "This script needs to be run as root or via sudo to install packages."
|
||||
exit 1
|
||||
fi
|
||||
fi
|
||||
elif "$distro" | grep -Eqi "arch" || "$family" | grep -qi "arch"; then
|
||||
echo "Arch Linux or Arch base detected."
|
||||
if ! pacman -Qi tk >/dev/null; then
|
||||
if [ "$root" = true ]; then
|
||||
pacman --noconfirm -S tk >&3
|
||||
else
|
||||
echo "This script needs to be run as root or via sudo to install packages."
|
||||
exit 1
|
||||
fi
|
||||
fi
|
||||
elif "$distro" | grep -Eqi "opensuse" || "$family" | grep -qi "opensuse"; then
|
||||
echo "OpenSUSE detected."
|
||||
if ! rpm -qa | grep -qi python-tk; then
|
||||
if [ "$root" = true ]; then
|
||||
zypper install -y python-tk >&3
|
||||
else
|
||||
echo "This script needs to be run as root or via sudo to install packages."
|
||||
exit 1
|
||||
fi
|
||||
fi
|
||||
elif [ "$distro" = "None" ] || [ "$family" = "None" ]; then
|
||||
if [ "$distro" = "None" ]; then
|
||||
echo "We could not detect your distribution of Linux. Please file a bug report on github with the contents of your /etc/os-release file."
|
||||
fi
|
||||
|
||||
if [ "$family" = "None" ]; then
|
||||
echo "We could not detect the family of your Linux distribution. Please file a bug report on github with the contents of your /etc/os-release file."
|
||||
fi
|
||||
fi
|
||||
|
||||
install_python_dependencies
|
||||
|
||||
# We need just a little bit more setup for non-interactive environments
|
||||
if [ "$RUNPOD" = true ]; then
|
||||
# Symlink paths
|
||||
libnvinfer_plugin_symlink="$VENV_DIR/lib/python3.10/site-packages/tensorrt/libnvinfer_plugin.so.7"
|
||||
libnvinfer_symlink="$VENV_DIR/lib/python3.10/site-packages/tensorrt/libnvinfer.so.7"
|
||||
libcudart_symlink="$VENV_DIR/lib/python3.10/site-packages/nvidia/cuda_runtime/lib/libcudart.so.11.0"
|
||||
|
||||
#Target file paths
|
||||
libnvinfer_plugin_target="$VENV_DIR/lib/python3.10/site-packages/tensorrt/libnvinfer_plugin.so.8"
|
||||
libnvinfer_target="$VENV_DIR/lib/python3.10/site-packages/tensorrt/libnvinfer.so.8"
|
||||
libcudart_target="$VENV_DIR/lib/python3.10/site-packages/nvidia/cuda_runtime/lib/libcudart.so.12"
|
||||
|
||||
echo "Checking symlinks now."
|
||||
create_symlinks "$libnvinfer_plugin_symlink" "$libnvinfer_plugin_target"
|
||||
create_symlinks "$libnvinfer_symlink" "$libnvinfer_target"
|
||||
create_symlinks "$libcudart_symlink" "$libcudart_target"
|
||||
|
||||
export LD_LIBRARY_PATH="$LD_LIBRARY_PATH:$VENV_DIR/lib/python3.10/site-packages/tensorrt/"
|
||||
export LD_LIBRARY_PATH="$LD_LIBRARY_PATH:$VENV_DIR/lib/python3.10/site-packages/nvidia/cuda_runtime/lib/"
|
||||
|
||||
configure_accelerate
|
||||
|
||||
# This is a non-interactive environment, so just directly call gui.sh after all setup steps are complete.
|
||||
if command -v bash >/dev/null; then
|
||||
if [ "$PUBLIC" = false ]; then
|
||||
bash "$DIR"/gui.sh
|
||||
else
|
||||
bash "$DIR"/gui.sh --share
|
||||
fi
|
||||
else
|
||||
# This shouldn't happen, but we're going to try to help.
|
||||
if [ "$PUBLIC" = false ]; then
|
||||
sh "$DIR"/gui.sh
|
||||
else
|
||||
sh "$DIR"/gui.sh --share
|
||||
fi
|
||||
fi
|
||||
fi
|
||||
|
||||
echo -e "Setup finished! Run \e[0;92m./gui.sh\e[0m to start."
|
||||
echo "Please note if you'd like to expose your public server you need to run ./gui.sh --share"
|
||||
elif [[ "$OSTYPE" == "darwin"* ]]; then
|
||||
# The initial setup script to prep the environment on macOS
|
||||
# xformers has been omitted as that is for Nvidia GPUs only
|
||||
|
||||
if ! command -v brew >/dev/null; then
|
||||
echo "Please install homebrew first. This is a requirement for the remaining setup."
|
||||
echo "You can find that here: https://brew.sh"
|
||||
#shellcheck disable=SC2016
|
||||
echo 'The "brew" command should be in $PATH to be detected.'
|
||||
exit 1
|
||||
fi
|
||||
|
||||
check_storage_space
|
||||
|
||||
# Install base python packages
|
||||
echo "Installing Python 3.10 if not found."
|
||||
if ! brew ls --versions python@3.10 >/dev/null; then
|
||||
echo "Installing Python 3.10."
|
||||
brew install python@3.10 >&3
|
||||
else
|
||||
echo "Python 3.10 found!"
|
||||
fi
|
||||
echo "Installing Python-TK 3.10 if not found."
|
||||
if ! brew ls --versions python-tk@3.10 >/dev/null; then
|
||||
echo "Installing Python TK 3.10."
|
||||
brew install python-tk@3.10 >&3
|
||||
else
|
||||
echo "Python Tkinter 3.10 found!"
|
||||
fi
|
||||
|
||||
update_kohya_ss
|
||||
|
||||
if ! install_python_dependencies; then
|
||||
echo "You may need to install Python. The command for this is brew install python@3.10."
|
||||
fi
|
||||
|
||||
configure_accelerate
|
||||
echo -e "Setup finished! Run ./gui.sh to start."
|
||||
elif [[ "$OSTYPE" == "cygwin" ]]; then
|
||||
# Cygwin is a standalone suite of Linux utilies on Windows
|
||||
echo "This hasn't been validated on cygwin yet."
|
||||
elif [[ "$OSTYPE" == "msys" ]]; then
|
||||
# MinGW has the msys environment which is a standalone suite of Linux utilies on Windows
|
||||
# "git bash" on Windows may also be detected as msys.
|
||||
echo "This hasn't been validated in msys (mingw) on Windows yet."
|
||||
fi
|
||||
|
|
@ -0,0 +1,12 @@
|
|||
#!/bin/bash
|
||||
echo installing tk
|
||||
sudo apt install python3-tk
|
||||
python3 -m venv venv
|
||||
source venv/bin/activate
|
||||
pip install torch==1.12.1+cu116 torchvision==0.13.1+cu116 --extra-index-url https://download.pytorch.org/whl/cu116
|
||||
pip install --use-pep517 --upgrade -r requirements.txt
|
||||
pip install -U -I --no-deps https://github.com/C43H66N12O12S2/stable-diffusion-webui/releases/download/linux/xformers-0.0.14.dev0-cp310-cp310-linux_x86_64.whl
|
||||
|
||||
accelerate config
|
||||
|
||||
echo -e "setup finished! run \e[0;92m./gui.sh\e[0m to start"
|
||||
|
|
@ -0,0 +1,16 @@
|
|||
#!/bin/bash
|
||||
|
||||
# Check if there are any changes that need to be committed
|
||||
if [[ -n $(git status --short) ]]; then
|
||||
echo "There are changes that need to be committed. Please stash or undo your changes before running this script." >&2
|
||||
exit 1
|
||||
fi
|
||||
|
||||
# Pull the latest changes from the remote repository
|
||||
git pull
|
||||
|
||||
# Activate the virtual environment
|
||||
source venv/bin/activate
|
||||
|
||||
# Upgrade the required packages
|
||||
pip install --upgrade -r requirements.txt
|
||||
|
|
@ -0,0 +1,16 @@
|
|||
#!/bin/bash
|
||||
|
||||
# Check if there are any changes that need to be committed
|
||||
if [[ -n $(git status --short) ]]; then
|
||||
echo "There are changes that need to be committed. Please stash or undo your changes before running this script." >&2
|
||||
exit 1
|
||||
fi
|
||||
|
||||
# Pull the latest changes from the remote repository
|
||||
git pull
|
||||
|
||||
# Activate the virtual environment
|
||||
source venv/bin/activate
|
||||
|
||||
# Upgrade the required packages
|
||||
pip install --upgrade -r requirements_macos.txt
|
||||
Loading…
Reference in New Issue