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https://github.com/ant-research/MagicQuill.git
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update Windows/Linux environment install
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LIU, Zichen
@@ -19,6 +19,7 @@ There is an HD video on [Youtube](https://www.youtube.com/watch?v=5DiKfONMnE4).
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- [🪶 MagicQuill: An Intelligent Interactive Image Editing System](#-magicquill-an-intelligent-interactive-image-editing-system)
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- [TODO List](#todo-list)
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- [Update Log](#update-log)
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- [Hardware Requirements](#hardware-requirements)
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- [Setup](#setup)
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- [Tutorial](#tutorial)
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@@ -35,6 +36,10 @@ There is an HD video on [Youtube](https://www.youtube.com/watch?v=5DiKfONMnE4).
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<img src="docs/comfyui.png" width="50%" >
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## Update Log
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- [2024.11.21] Update the save button; Fix path bug on Windows; Add `.bat` and `.sh` files for convenient environment install on Windows and Linux.
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## Hardware Requirements
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- GPU is required to run MagicQuill. **Through our testing, we have confirmed that the model can run on GPUs with 8GB VRAM.**
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@@ -43,9 +48,9 @@ For users with limited GPU resources, please try our [Huggingface Demo](https://
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## Setup
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If you are a Linux user, follow the following guide to set up the environment. If you are a Windows user, you may find [this](https://github.com/magic-quill/MagicQuill/issues/11) helpful.
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Follow the following guide to set up the environment.
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1. git clone repo
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1. git clone repo. **Please don't forget the `--recursive` flag.** Otherwise, you will find `LLaVA` submodule missing.
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```
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git clone --recursive https://github.com/magic-quill/MagicQuill.git
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cd MagicQuill
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@@ -57,21 +62,27 @@ If you are a Linux user, follow the following guide to set up the environment. I
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```
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If the .zip file is not accessible, download it via browser. All checkpoints are about 25 GB in total. It may take some time to download. Alternatively, check our checkpoints at [huggingface](https://huggingface.co/LiuZichen/MagicQuill-models).
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---
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If you are a Windows user, you may try to use `windows_setup.bat` to conveniently install environments. For Linux user, check `linux_setup.sh`.
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Alternatively, follow the step-by-step installation guide.
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3. create environment
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```
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conda create -n MagicQuill python=3.10 -y
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conda activate MagicQuill
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```
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4. install the interface
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```
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pip install gradio_magicquill-0.0.1-py3-none-any.whl
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```
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5. install torch with GPU support
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4. install torch with GPU support
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```
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pip install torch==2.1.2 torchvision==0.16.2 torchaudio==2.1.2 --index-url https://download.pytorch.org/whl/cu118
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```
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5. install the interface
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```
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pip install gradio_magicquill-0.0.1-py3-none-any.whl
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```
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6. install llava environment
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```
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@@ -87,12 +98,12 @@ If you are a Linux user, follow the following guide to set up the environment. I
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```
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8. install the remaining environment
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7. install the remaining environment
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```
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pip install -r requirements.txt
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```
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9. run magicquill
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8. run magicquill
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```
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python gradio_run.py
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```
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@@ -0,0 +1,57 @@
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#!/bin/bash
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CONDA_PATH=$(conda info --base)
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source "$CONDA_PATH/etc/profile.d/conda.sh"
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# Create conda environment if it doesn't exist
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if ! conda env list | grep -q "MagicQuill"; then
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echo "Creating conda environment MagicQuill..."
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conda create -n MagicQuill python=3.10 -y
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# Initialize conda after creating new environment
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echo "Initializing conda..."
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conda init bash
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echo "Environment created. Please run this script again to continue installation."
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exit 0
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fi
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# Activate conda environment
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echo "Activating conda environment..."
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conda activate MagicQuill
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# Install PyTorch with CUDA 11.8
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echo "Installing PyTorch 2.1.2 with CUDA 11.8..."
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pip install torch==2.1.2 torchvision==0.16.2 --index-url https://download.pytorch.org/whl/cu118
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# Verify PyTorch installation and CUDA availability
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python -c "import torch; print('PyTorch version:', torch.version); print('CUDA available:', torch.cuda.is_available())"
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if [ $? -ne 0 ]; then
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echo "Failed to install or verify PyTorch"
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exit 1
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fi
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# Install the required interface package
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echo "Installing gradio_magicquill..."
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pip install gradio_magicquill-0.0.1-py3-none-any.whl
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# Install the llava environment
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echo "Setting up LLaVA environment..."
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if [ ! -d "MagicQuill/LLaVA" ]; then
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echo "Directory MagicQuill/LLaVA does not exist. Ensure the folder structure is correct."
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exit 1
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fi
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cp -f pyproject.toml MagicQuill/LLaVA/
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pip install -e MagicQuill/LLaVA/
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# Install remaining dependencies
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echo "Installing additional requirements..."
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pip install -r requirements.txt
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# Run MagicQuill
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echo "Starting MagicQuill..."
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export CUDA_VISIBLE_DEVICES=0
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python gradio_run.py || {
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echo "Error: Failed to run MagicQuill."
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exit 1
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}
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@@ -0,0 +1,56 @@
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:: Create conda environment if it doesn't exist
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conda env list | find "MagicQuill" >nul 2>nul
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if %ERRORLEVEL% NEQ 0 (
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echo Creating conda environment MagicQuill...
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call conda create -n MagicQuill python=3.10 -y
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:: Initialize conda after creating new environment
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echo Initializing conda...
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call conda init cmd.exe
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echo Environment created. Please run this script again to continue installation.
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pause
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exit /b 0
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)
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:: Activate conda environment
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echo Activating conda environment...
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call conda activate MagicQuill
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:: Install PyTorch with CUDA 11.8
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echo Installing PyTorch 2.1.2 with CUDA 11.8...
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pip install torch==2.1.2 torchvision==0.16.2 --index-url https://download.pytorch.org/whl/cu118
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:: Verify PyTorch installation and CUDA availability
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python -c "import torch; print('PyTorch version:', torch.__version__); print('CUDA available:', torch.cuda.is_available())"
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if %ERRORLEVEL% NEQ 0 (
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echo Failed to install or verify PyTorch
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pause
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exit /b 1
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)
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:: Install the required interface package
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echo Installing gradio_magicquill...
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pip install gradio_magicquill-0.0.1-py3-none-any.whl
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:: Install the llava environment
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echo Setting up LLaVA environment...
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if not exist MagicQuill\LLaVA (
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echo Directory MagicQuill\LLaVA does not exist. Ensure the folder structure is correct.
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exit /b 1
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)
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copy /y pyproject.toml MagicQuill\LLaVA
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pip install -e MagicQuill\LLaVA\
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:: Install remaining dependencies
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echo Installing additional requirements...
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pip install -r requirements.txt
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:: Run MagicQuill
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echo Starting MagicQuill...
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set CUDA_VISIBLE_DEVICES=0
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python gradio_run.py || (
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echo Error: Failed to run MagicQuill.
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pause
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exit /b 1
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)
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