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Stable Diffusion Win10部署,仅使用CPU,20240106

先决条件:

a.下载git

https://git-scm.com/download/win

b.如果使用GPU,需要使用cuda,本文档对GPU环境不做讨论

https://developer.nvidia.com/cuda-toolkit-archive

注:CUDA版本需要和torch版本匹配

https://pytorch.org/get-started/locally/

 

 

 

 

1.下载conda

 

https://docs.conda.io/en/latest/miniconda.html

 

 

 

2.打开miniconda, 执行下列命令

 

conda config --set show_channel_urls yes

conda clean -i

conda create --name sdenv python=3.10.6

conda env list

conda activate sdenv

 

 

3.依赖环境安装

python -m pip install --upgrade pip

 


pip config set global.index-url https://mirrors.aliyun.com/pypi/simple/

 

来到你准备部署SD的目录,执行git

git clone GitHub - AUTOMATIC1111/stable-diffusion-webui

cd stable-diffusion-webui

 

 

参照https://pytorch.org/get-started/locally/

选择windows, pip, python,cpu,会自动得出安装脚本

pip3 install torch torchvision torchaudio

 

 

 

4.安装模型及相应组件放入models\Stable-diffusion文件夹

# Stable diffusion v1.4

https://huggingface.co/CompVis/stable-diffusion-v-1-4-original/resolve/main/sd-v1-4.ckpt

# Stable diffusion v1.5

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

# F222

https://huggingface.co/acheong08/f222/resolve/main/f222.ckpt

# Anything V3

 https://huggingface.co/Linaqruf/anything-v3.0/resolve/main/anything-v3-fp16-pruned.safetensors

# Open Journey

https://huggingface.co/prompthero/openjourney/resolve/main/mdjrny-v4.ckpt

# DreamShaper

https://civitai.com/api/download/models/5636

# ChilloutMix

https://civitai.com/api/download/models/11745

# Robo Diffusion

https://huggingface.co/nousr/robo-diffusion/resolve/main/models/robo-diffusion-v1.ckpt

# Mo-di-diffusion

https://huggingface.co/nitrosocke/mo-di-diffusion/resolve/main/moDi-v1-pruned.ckpt

# Inkpunk Diffusion

https://huggingface.co/Envvi/Inkpunk-Diffusion/resolve/main/Inkpunk-Diffusion-v2.ckpt

 

 

以下放入models/Lora文件夹

https://huggingface.co/amornlnw7/koreanDollLikeness_v15/resolve/main/koreanDollLikeness_v15.safetensors

https://huggingface.co/samle/sd-webui-models/resolve/main/povImminentPenetration_ipv1.safetensors

https://huggingface.co/jomcs/NeverEnding_Dream-Feb19-2023/resolve/main/lora/breastinclassBetter_v14.safetensors

 

前往以下链接下载所有文件,放入openai\clip-vit-large-patch14文件夹

https://huggingface.co/openai/clip-vit-large-patch14/tree/main

 

5.启动

编辑目录下的webui.bat文件,修改如下这一行

set COMMANDLINE_ARGS=--skip-torch-cuda-test --no-half --precision full --use-cpu all --listen

 

6.参考链接

https://zhuanlan.zhihu.com/p/613530403

https://zhuanlan.zhihu.com/p/626006585

https://zhuanlan.zhihu.com/p/621279140

https://zhuanlan.zhihu.com/p/622263109

https://www.bilibili.com/read/cv21987039

https://zhuanlan.zhihu.com/p/666288849

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