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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。
此模型支持三类GPU芯片
说明:期间需要访问外网,自行实现巧妙上网
brew install cmake protobuf rust python@3.10 git wget miniconda
mkdir SDW
cd SDW
git clone git@github.com:openvinotoolkit/stable-diffusion-webui.git
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
conda activate /Users/zhaoyao/Downloads/SDW/stable-diffusion-webui/automatic
cd stable-diffusion-webui
pip install -r requirements.txt
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
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
运行./webui.sh会有很多报错
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.
可直接git clone
可以指定git代理实现
#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
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'
/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
注意选择支持intel GPU的script,OpenVINO™ Acceleration Script
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: (<urllib3.connection.HTTPSConnection object at 0x7ff2fbebe290>, '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(<urllib3.connection.HTTPSConnection object at 0x7ff2fbebe290>, 'Connection to huggingface.co timed out. (connect timeout=10)'))
如果huggingface.co无法访问访问其镜像网站下载即可https://hf-mirror.com,另外其他lora及大模型文件可以访问https://civitai.com或者国内网站如https://www.liblib.art
参考于https://github.com/openvinotoolkit/stable-diffusion-webui
https://openai.wiki/stable-diffusion-webui-localization.html。
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