Stable Diffusion MNN

Usage

1. Compile MNN library

Linx/Mac

git clone https://github.com/alibaba/MNN.git
cd MNN
mkdir build
cmake -DMNN_BUILD_OPENCV=ON -DMNN_IMGCODECS=ON ..
make -j8
cp libMNN.so express/libMNN_Express.so tools/cv/libMNNOpenCV.so /path/to/stable-diffusion-mnn/libs

Windows

# Visual Studio xxxx Developer Command Prompt
powershell
git clone https://github.com/alibaba/MNN.git
cd MNN
mkdir build
cmake -G "Ninja" -DMNN_BUILD_OPENCV=ON -DMNN_IMGCODECS=ON ..
ninja
cp MNN.dll MNN.lib /path/to/stable-diffusion-mnn/build

2. Download Models

Download models from github release to /path/to/stable-diffusion-mnn/resource

cd resource
wget https://github.com/wangzhaode/stable-diffusion-mnn/releases/download/v0.1/text_encoder.mnn
wget https://github.com/wangzhaode/stable-diffusion-mnn/releases/download/v0.1/vae_decoder.mnn
wget https://github.com/wangzhaode/stable-diffusion-mnn/releases/download/v0.1/unet.mnn

2. Build and Run

Linux/Mac

mkdir build
cd build
cmake ..
make -j4
./main "飞流直下三千尺，疑是银河落九天，唐诗，水墨，国画。" demo.jpg
[##################################################]  [100%] [iter time: 411.441000 ms]
SUCCESS! write to demo.jpg

Windows

# Visual Studio xxxx Developer Command Prompt
powershell
mkdir build
cd build
cmake -G "Ninja" ..
ninja
./main "飞流直下三千尺，疑是银河落九天，唐诗，水墨，国画。" demo.jpg
[##################################################]  [100%] [iter time: 411.441000 ms]
SUCCESS! write to demo.jpg

Android

mkdir build
cd build
../android_build.sh
adb push main ../libs/*.so /data/local/tmp/
adb push ../resource /data/local/tmp/
adb shell
cd /data/local/tmp/
./main "飞流直下三千尺，疑是银河落九天，唐诗，水墨，国画。" demo.jpg
[##################################################]  [100%] [iter time: 411.441000 ms]
SUCCESS! write to demo.jpg

Speed

device	speed (ms/iter)
RTX 3060Ti	421
Core i7-13700K	15985

Promot

• 不要使用中文标点。（Don't use Chinese punctuation marks, such as commas and periods.）
• 给出画的属性。(Give the painting some attributes.)

Ref

https://huggingface.co/IDEA-CCNL/Taiyi-Stable-Diffusion-1B-Chinese-v0.1