【本地化部署Stable Diffusion WebUI（MACOS安装）】

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$【本地化部署Stable Diffusion WebUI（MACOS安装）】,【本地化部署Stable Diffusion WebUI（MACOS安装）】,词库加载错误:未能找到文件“C:\Users\Administrator\Desktop\火车头9.8破解版\Configuration\Dict_Stopwords.txt”。,访问,人工智能,安装,第1张$

（图片来源网络，侵删）

文章目录

前言
一、Stable Diffusion WebUI适配三类芯片
二、安装

1.安装git、conda等
2.选定目录及下载Github远程仓库文件
3.创建conda虚拟环境
4.安装依赖

pip速度慢需添加国内pip源
5.运行
6.问题处理

缺openai模块等

手动git clone
类似的v1-5-pruned-emaonly.safetensors模型获取失败
RuntimeError: "LayerNormKernelImpl" not implemented for 'Half'等
正常运行sdw的的话会自动访问http://127.0.0.1:7860/

命令行显示类似如下：
浏览器显示如下：
绘图时报错

很显然是绘图时需要访问huggingface.co下载模块

修改webu.sh
绘图时会有如下显示：
绘图结束显示

总结

前言

随着人工智能的不断发展，AI绘图热兴起，我也想加入到AI绘图大潮中。

一、Stable Diffusion WebUI适配三类芯片

此模型支持三类GPU芯片

NVidia (recommended)
AMD GPUs.
Intel CPUs, Intel GPUs (bothintegrated and discrete) （我的mac属于此情况）

二、安装

说明：期间需要访问外网，自行实现巧妙上网

1.安装git、conda等

brew install cmake protobuf rust python@3.10 git wget miniconda

2.选定目录及下载Github远程仓库文件

mkdir SDW
cd SDW
git clone git@github.com:openvinotoolkit/stable-diffusion-webui.git

3.创建conda虚拟环境

创建虚拟环境

conda env create -p /Users/zhaoyao/Downloads/SDW/stable-diffusion-webui/automatic -f /Users/zhaoyao/Downloads/SDW/stable-diffusion-webui/environment-wsl2.yaml

最后创建完成后显示如下：

# To activate this environment, use     
#                                       
#     $ conda activate /Users/zhaoyao/Downloads/SDW/stable-diffusion-webui/automatic   
#                                       
# To deactivate an active environment, use                                             
#                                       
#     $ conda deactivate

激活环境

（图片来源网络，侵删）

conda activate /Users/zhaoyao/Downloads/SDW/stable-diffusion-webui/automatic

4.安装依赖

cd stable-diffusion-webui
pip install -r requirements.txt

pip速度慢需添加国内pip源

cd ~
mkdir .pip
cd .pip
touch pip.conf
在pip.conf文件中，添加以下内容：
[global]
index-url = https://pypi.doubanio.com/simple/
trusted-host = pypi.doubanio.com

5.运行

还有未安装的依赖在此步骤执行中会一次安装，当然有报错需要一次解决。

英特尔CPU+GPU的场景执行前环境要生效如下内容：

export PYTORCH_TRACING_MODE=TORCHFX
export COMMANDLINE_ARGS="--skip-torch-cuda-test --precision full --no-half" 
./webui.sh

6.问题处理

运行./webui.sh会有很多报错

缺openai模块等

OSError: Can't load tokenizer for 'openai/clip-vit-large-patch14'. If you were trying to load it from 'https://huggingface.co/models', make sure you don't have a local directory with the same name. Otherwise, make sure 'openai/clip-vit-large-patch14' is the correct path to a directory containing all relevant files for a CLIPTokenizer tokenizer.

手动git clone

可直接git clone

可以指定git代理实现

（图片来源网络，侵删）

#指定git代理
git config --global https.proxy socks5://127.0.0.1:1088
或
git config --global https.proxy https://127.0.0.1:1088
#取消git代理
git config --global --unset https.proxy

例如：
git clone https://huggingface.co/openai/clip-vit-large-patch14
或
git clone git@hf.co:openai/clip-vit-large-patch14

类似的v1-5-pruned-emaonly.safetensors模型获取失败

https://huggingface.co/runwayml/stable-diffusion-v1-5/resolve/main/v1-5-pruned-emaonly.safetensors

此文件较大有4G多，建议通过从源网站下载到云盘，再从云盘下载到本地，然后让入目标文件夹如：stable-diffusion-uebul/models/Stable-diffusion/

RuntimeError: “LayerNormKernelImpl” not implemented for 'Half’等

RuntimeError: "LayerNormKernelImpl" not implemented for 'Half'
/Users/zhaoyao/Downloads/SDW/stable-diffusion-webui/venv/lib/python3.10/site-packages/torch/nn/functional.py", line 2515, in layer_norm
RuntimeError: "addmm_impl_cpu_" not implemented for 'Half'
/Users/zhaoyao/Downloads/SDW/stable-diffusion-webui/venv/lib/python3.10/site-packages/torch/nn/modules/linear.py", line 114, in forward

那么执行时添加如下参数：

./webui.sh --precision full --no-half

正常运行sdw的的话会自动访问http://127.0.0.1:7860/

命令行显示类似如下：

浏览器显示如下：

注意选择支持intel GPU的script，OpenVINO™ Acceleration Script

绘图时报错

类似如下报错

报错显示如下：

OSError: We couldn't connect to 'https://huggingface.co' to load this file, couldn't find it in the cached files and it looks like CompVis/stable-diffusion-safety-checker is not the path to a directory containing a file named config.json. Checkout your internet connection or see how to run the library in offline mode at 'https://huggingface.co/docs/transformers/installation#offline-mode'.

以及

   Traceback (most recent call last):
      File "/Users/zhaoyao/Downloads/SDW/stable-diffusion-webui/venv/lib/python3.10/site-packages/urllib3/connection.py", line 198, in _new_conn
        sock = connection.create_connection(
      File "/Users/zhaoyao/Downloads/SDW/stable-diffusion-webui/venv/lib/python3.10/site-packages/urllib3/util/connection.py", line 85, in create_connection
        raise err
      File "/Users/zhaoyao/Downloads/SDW/stable-diffusion-webui/venv/lib/python3.10/site-packages/urllib3/util/connection.py", line 73, in create_connection
        sock.connect(sa)
    TimeoutError: timed out
    The above exception was the direct cause of the following exception:
    Traceback (most recent call last):
      File "/Users/zhaoyao/Downloads/SDW/stable-diffusion-webui/venv/lib/python3.10/site-packages/urllib3/connectionpool.py", line 793, in urlopen
        response = self._make_request(
      File "/Users/zhaoyao/Downloads/SDW/stable-diffusion-webui/venv/lib/python3.10/site-packages/urllib3/connectionpool.py", line 491, in _make_request
        raise new_e
      File "/Users/zhaoyao/Downloads/SDW/stable-diffusion-webui/venv/lib/python3.10/site-packages/urllib3/connectionpool.py", line 467, in _make_request
        self._validate_conn(conn)
      File "/Users/zhaoyao/Downloads/SDW/stable-diffusion-webui/venv/lib/python3.10/site-packages/urllib3/connectionpool.py", line 1099, in _validate_conn
        conn.connect()
      File "/Users/zhaoyao/Downloads/SDW/stable-diffusion-webui/venv/lib/python3.10/site-packages/urllib3/connection.py", line 616, in connect
        self.sock = sock = self._new_conn()
      File "/Users/zhaoyao/Downloads/SDW/stable-diffusion-webui/venv/lib/python3.10/site-packages/urllib3/connection.py", line 207, in _new_conn
        raise ConnectTimeoutError(
    urllib3.exceptions.ConnectTimeoutError: (, 'Connection to huggingface.co timed out. (connect timeout=10)')
    The above exception was the direct cause of the following exception:
    Traceback (most recent call last):
      File "/Users/zhaoyao/Downloads/SDW/stable-diffusion-webui/venv/lib/python3.10/site-packages/requests/adapters.py", line 486, in send
        resp = conn.urlopen(
      File "/Users/zhaoyao/Downloads/SDW/stable-diffusion-webui/venv/lib/python3.10/site-packages/urllib3/connectionpool.py", line 847, in urlopen
        retries = retries.increment(
      File "/Users/zhaoyao/Downloads/SDW/stable-diffusion-webui/venv/lib/python3.10/site-packages/urllib3/util/retry.py", line 515, in increment
        raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]
    urllib3.exceptions.MaxRetryError: HTTPSConnectionPool(host='huggingface.co', port=443): Max retries exceeded with url: /CompVis/stable-diffusion-safety-checker/resolve/main/config.json (Caused by ConnectTimeoutError(, 'Connection to huggingface.co timed out. (connect timeout=10)'))

很显然是绘图时需要访问huggingface.co下载模块

考虑直接添加代理的方式，因为不可能每次画图每次需要下载模块的时候每次手动下载

修改webu.sh

在此文件后追加代理

proxy='socks5://127.0.0.1:1088'
export http_proxy=$proxy
export https_proxy=$proxy
export no_proxy="localhost, *.local, 127.0.0.1, ::1, 192.168.*.*, 10.*.*.*, 172.16-31.*.*, *.baidu.com*, *.bilibili.com*, *.cn*, *.com.cn*, *.csdn.net*, *.51cto*, *tencent*, *qq.com*, *weixin*, *ali*, *dingding*, *huawei*, *xunlei*, *tonghuashun*, *dongfangcaifu*, *i4tool*, *163.com*, *doubanio.com*, *douban*, *youku*"