[Mac M1] Install stable diffusion webui tutorial and problem collection

My configuration MacBookPro 14 M1

Chip: Apple M1 Pro
Memory: 16G

The installation video tutorial can refer to the following link: The anchor speaks very clearly

How to deploy stable diffusion locally on mac (support replacement module, support M1, M2)

【How to deploy stable diffusion locally on mac (support replacement module, support M1, M2)】

installation steps:

Step 1: Install homebrew

https://brew.sh

It is recommended to modify the brew source, otherwise the download will be slower, or you can use a ladder

Then install the prerequisites:

brew install cmake protobuf rust [email protected] git wget

PS: The python 3.10.9 I installed supports the M1 chip (I installed it with annconda)

Step 2: Install pytorch

Open the pytorch official website: https://pytorch.org/
Select the version to install on the page, as follows, follow the prompts to install the command to execute:

pip3 install --pre torch torchvision torchaudio --index-url https://download.pytorch.org/whl/nightly/cpu

Step 3: Install stable diffusion webui

git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui.git

A ladder is needed here, otherwise it will be very slow, or it will not be able to download. I went directly to github to download the source code: https://github.com/AUTOMATIC1111/stable-diffusion-webui

Step 4: Run

cd to the stable-diffusion-webui directory, run webui.sh

cd /Users/xxx/stable-diffusion-webui（这是我的目录）
./webui.sh

PS：运行前请先往下看

Question 1: The system is easy to get stuck in gfpgan and clip, so it is recommended to install these components in advance

pip3 install gfpgan

The installation of clip is quite special. Direct pip3 install clip can only install version 0.2.0, and the reverse push function of CLIP cannot be used normally (but the system can run normally). The installation method of version 1.0 clip is as follows (it is recommended to use a ladder):

pip install ftfy regex tqdm
pip install git+https://github.com/openai/CLIP.git

Question 2: pip3 installation is slow, change the source

Set Tsinghua source for pip3

pip3 config set global.index-url https://pypi.tuna.tsinghua.edu.cn/simple

stable stiffness extension plugin directory

The original one is not very easy to use, it is recommended to use this download extension plug-in

Extension list URL:
https://gitee.com/akegarasu/sd-webui-extensions/raw/master/index.md

Sinicization tutorial

The first step: Extensions–>install from URL, enter the Chinese plug-in address, click install

Chinese plugin: https://github.com/dtlnor/stable-diffusion-webui-localization-zh_CN

Step 2: settings–>User interface, click the refresh button, select the zh_CN language pack

Step 3: Click Apply settings to submit the settings, and then click Reload UI to restart the interface.

Controlnet installation tutorial

Go directly to the Dashen video tutorial

【AI Painting】Perfectly control the picture! Say goodbye to the card-drawing era Character motion control/depth of field/line draft coloring Controlnet installation and use tutorial

【【AI Painting】Perfectly control the picture! Say goodbye to the card-drawing era of character action control/depth of field/line draft coloring Controlnet installation and use tutorial]

ControlNet plug-in: https://jihulab.com/hunter0725/sd-webui-controlnet

enable dark theme

Add after the URL:?__theme=dark
http://127.0.0.1:7860/?__theme=dark

Recommend a few URLs

Station C of the next model: https://civitai.com/
huggingface of the next model: https://huggingface.co/
tag supermarket: https://tags.novelai.dev/
Stable Diffusion spell analysis: https:// spell.novelai.dev/