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stable-diffusion [2025/02/21 00:07] – [download & installation] jianwustable-diffusion [2025/02/25 05:09] (current) – jianwu
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 ====== Stable Diffusion Version 2 - Run locally. Abandon if this doesn't work. ====== ====== Stable Diffusion Version 2 - Run locally. Abandon if this doesn't work. ======
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 download ''v2-1_768-ema-pruned.ckpt'' download ''v2-1_768-ema-pruned.ckpt''
 from [[https://huggingface.co/stabilityai/stable-diffusion-2-1/blob/main/v2-1_768-ema-pruned.ckpt|stabilityai/stable-diffusion-2-1]] from [[https://huggingface.co/stabilityai/stable-diffusion-2-1/blob/main/v2-1_768-ema-pruned.ckpt|stabilityai/stable-diffusion-2-1]]
-<code Bash>+<code Dos>
 (webui_env) E:\stable_diffusion\stablediffusion> python scripts/txt2img.py --prompt "a professional photograph of an astronaut riding a horse" --ckpt "E:\difwork\SD2.1-v\v2-1_768-ema-pruned.ckpt" --config "E:\stable_diffusion\stablediffusion\configs\stable-diffusion\v2-inference-v.yaml" --H 768 --W 768 --device cuda (webui_env) E:\stable_diffusion\stablediffusion> python scripts/txt2img.py --prompt "a professional photograph of an astronaut riding a horse" --ckpt "E:\difwork\SD2.1-v\v2-1_768-ema-pruned.ckpt" --config "E:\stable_diffusion\stablediffusion\configs\stable-diffusion\v2-inference-v.yaml" --H 768 --W 768 --device cuda
 </code> </code>
-<note warning> +:!: txt2img.py makes 9 images. So it takes so much time and large memory. [[stable-diffusion#Out of memory|''Trouble shooting of Out of memory'']]. If you can't fix this error,skip this.
-[WARNING] +
-txt2img.py makes 9 images. So it takes so much time and large memory. [[stable-diffusion#Out of memory|''Trouble shooting of Out of memory'']]. If you can't fix this error,skip this. +
-</note>+
  
 === scripts/img2img.py === === scripts/img2img.py ===
  
 we need to download [[https://huggingface.co/stabilityai/stable-diffusion-2-1-base/blob/main/v2-1_512-ema-pruned.ckpt|SD2.1-base\v2-1_512-ema-pruned.ckpt]] we need to download [[https://huggingface.co/stabilityai/stable-diffusion-2-1-base/blob/main/v2-1_512-ema-pruned.ckpt|SD2.1-base\v2-1_512-ema-pruned.ckpt]]
-<code Bash>+<code Dos>
 (webui_env) E:\stable_diffusion\stablediffusion> python scripts/img2img.py --prompt "To create a commentary on modern technology and classical art, use an art style like Pop Art that often addresses cultural themes. Clearly mention the juxtaposition of elements. Pop Art painting of a modern smartphone with classic art pieces appearing on the screen." --init-img "E:\difwork\SD2.1-base\sample.png" --strength 0.8 --ckpt "E:\difwork\SD2.1-base\v2-1_512-ema-pruned.ckpt" (webui_env) E:\stable_diffusion\stablediffusion> python scripts/img2img.py --prompt "To create a commentary on modern technology and classical art, use an art style like Pop Art that often addresses cultural themes. Clearly mention the juxtaposition of elements. Pop Art painting of a modern smartphone with classic art pieces appearing on the screen." --init-img "E:\difwork\SD2.1-base\sample.png" --strength 0.8 --ckpt "E:\difwork\SD2.1-base\v2-1_512-ema-pruned.ckpt"
 outputs/img2img-samples outputs/img2img-samples
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 [[https://github.com/AUTOMATIC1111/stable-diffusion-webui|stable-diffusion-webui]] [[https://github.com/AUTOMATIC1111/stable-diffusion-webui|stable-diffusion-webui]]
  
-<code Bash>+<code Dos>
 (webui_env) E:\stable_diffusion\stablediffusion> cd .. (webui_env) E:\stable_diffusion\stablediffusion> cd ..
 (webui_env) E:\stable_diffusion> git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui.git (webui_env) E:\stable_diffusion> git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui.git
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 ''webui-user.bat'': ''webui-user.bat'':
-<code Bash>+<code Dos>
 @echo off @echo off
  
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 call webui.bat call webui.bat
 </code> </code>
-<note important> +:!: We need to install xformers for webui.And It should be 0.0.20 not 0.0.22 at current condition.
-[IMPORTANT] +
-We need to install xformers for webui.And It should be 0.0.20 not 0.0.22 at current condition. +
-</note>+
  
 then execute ''webui-user.bat'' then execute ''webui-user.bat''
-<code Bash>+<code Dos>
 (webui_env) E:\stable_diffusion\stable-diffusion-webui> webui-user.bat (webui_env) E:\stable_diffusion\stable-diffusion-webui> webui-user.bat
               Running on local URL:  http://127.0.0.1:7860               Running on local URL:  http://127.0.0.1:7860
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 for reference for reference
-<code Bash>+<code Dos>
 (webui_env) E:\webui\stable-diffusion-webui>python (webui_env) E:\webui\stable-diffusion-webui>python
 >>> import torch >>> import torch
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 >>> exit() >>> exit()
 </code> </code>
-<code Bash>+<code Dos>
 (webui_env) E:\webui\stable-diffusion-webui>conda list | findstr torch (webui_env) E:\webui\stable-diffusion-webui>conda list | findstr torch
 open-clip-torch           2.7.0                    pypi_0    pypi open-clip-torch           2.7.0                    pypi_0    pypi
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 followings are checked by programs followings are checked by programs
-<code Bash>+<code Dos>
 CUDA_HOME = C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.2 CUDA_HOME = C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.2
 CUDA_PATH = C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.8 CUDA_PATH = C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.8
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 </code> </code>
 maybe not correnponding maybe not correnponding
-<code Bash>+<code Dos>
 CUDA_PATH_V11_8 = C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.8 CUDA_PATH_V11_8 = C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.8
 CUDA_PATH_V12_2 = C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.2 CUDA_PATH_V12_2 = C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.2
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 </code> </code>
  
-<note> +:!: About ''max_split_size_mb''
-About ''max_split_size_mb''+
  
 ''max_split_size_mb'' prevents the native allocator from splitting blocks larger than this size (in MB). ''max_split_size_mb'' prevents the native allocator from splitting blocks larger than this size (in MB).
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 That can ensure the feasibility of running large images while maximizing performance. That can ensure the feasibility of running large images while maximizing performance.
-</note> 
  
 ==== venv folder ==== ==== venv folder ====
  
 If you change some environments and use the same directory, you should delete the ''venv'' folder completely. If you change some environments and use the same directory, you should delete the ''venv'' folder completely.
-<code Bash>+<code Dos>
 stable-diffusion-webui\venv stable-diffusion-webui\venv
 </code> </code>
stable-diffusion.1740064048.txt.gz · Last modified: 2025/02/21 00:07 by jianwu