Ubuntu 安装 stable-diffusion-webui-docker 常见问题处置惩罚方法 ...

安装 Stable Diffusion WebUI Docker

工程地址

https://github.com/AbdBarho/stable-diffusion-webui-docker
第一步是 git clone 下来
Setup

阅读 README 中的 setup，进入页面 https://github.com/AbdBarho/stable-diffusion-webui-docker/wiki/Setup

1. docker compose --profile download up --build
2. # wait until its done, then:
3. docker compose --profile [ui] up --build
4. # where [ui] is one of: auto | auto-cpu | comfy | comfy-cpu

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以是，先确保安装了 docker compose，注意，不是 docker-compose
docker compose 安装方法

• 进入 docker compose release
  
• 找到对应的版本v2.33.1
  
• 运行安装下令
  

1. curl -L https://github.com/docker/compose/releases/download/v2.33.1/docker-compose-`uname -s`-`uname -m` -o /usr/local/lib/docker/cli-plugins/docker-compose
3. chmod +x /usr/local/lib/docker/cli-plugins/docker-compose

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• docker compose --version 验证
  

docker compose --profile download up --build

异常日记如下：

1. 02/26 02:37:49 [NOTICE] Download complete: /data/models/Stable-diffusion/v1-5-pruned-emaonly.ckpt
2. download-1  |
3. download-1  | Download Results:
4. download-1  | gid   |stat|avg speed  |path/URI
5. download-1  | ======+====+===========+=======================================================
6. download-1  | 142eb3|OK  |   283KiB/s|/data/models/RealESRGAN/RealESRGAN_x4plus.pth
7. download-1  | 3c541d|OK  |   1.0MiB/s|/data/models/VAE/vae-ft-mse-840000-ema-pruned.ckpt
8. download-1  | 866f5f|OK  |   233KiB/s|/data/models/RealESRGAN/RealESRGAN_x4plus_anime_6B.pth
9. download-1  | 6a2f36|ERR |   739KiB/s|/data/models/GFPGAN/GFPGANv1.4.pth
10. download-1  | 70690b|ERR |       0B/s|/data/models/LDSR/project.yaml
11. download-1  | 4d1403|ERR |       0B/s|/data/models/LDSR/model.ckpt
12. download-1  | 466742|OK  |   3.3MiB/s|/data/models/Stable-diffusion/sd-v1-5-inpainting.ckpt
13. download-1  | 849731|OK  |   2.7MiB/s|/data/models/Stable-diffusion/v1-5-pruned-emaonly.ckpt
14. download-1  |
15. download-1  | Status Legend:
16. download-1  | (OK):download completed.(ERR):error occurred.
17. download-1  |
18. download-1  | aria2 will resume download if the transfer is restarted.
19. download-1  | If there are any errors, then see the log file. See '-l' option in help/man page for details.
20. download-1 exited with code 2

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重复运行该下令，直至成功，成功日记如下：

1. 02/26 02:50:02 [NOTICE] Download complete: /data/models/LDSR/model.ckpt
2. download-1  |
3. download-1  | Download Results:
4. download-1  | gid   |stat|avg speed  |path/URI
5. download-1  | ======+====+===========+=======================================================
6. download-1  | d12a9e|OK  |       0B/s|/data/models/VAE/vae-ft-mse-840000-ema-pruned.ckpt
7. download-1  | 5e7060|OK  |       0B/s|/data/models/Stable-diffusion/v1-5-pruned-emaonly.ckpt
8. download-1  | 00f3d6|OK  |       0B/s|/data/models/Stable-diffusion/sd-v1-5-inpainting.ckpt
9. download-1  | 274faa|OK  |       0B/s|/data/models/RealESRGAN/RealESRGAN_x4plus.pth
10. download-1  | 5a2243|OK  |       0B/s|/data/models/RealESRGAN/RealESRGAN_x4plus_anime_6B.pth
11. download-1  | b8ba07|OK  |   1.8MiB/s|/data/models/LDSR/project.yaml
12. download-1  | bcb67a|OK  |   880KiB/s|/data/models/GFPGAN/GFPGANv1.4.pth
13. download-1  | d31924|OK  |   4.3MiB/s|/data/models/LDSR/model.ckpt
14. download-1  |
15. download-1  | Status Legend:
16. download-1  | (OK):download completed.
17. download-1  | Checking SHAs...
18. download-1  | /data/models/LDSR/project.yaml: OK
19. download-1  | /data/models/RealESRGAN/RealESRGAN_x4plus_anime_6B.pth: OK
20. download-1  | /data/models/RealESRGAN/RealESRGAN_x4plus.pth: OK
21. download-1  | /data/models/VAE/vae-ft-mse-840000-ema-pruned.ckpt: OK
22. download-1  | /data/models/GFPGAN/GFPGANv1.4.pth: OK
23. download-1  | /data/models/LDSR/model.ckpt: OK
24. download-1  | /data/models/Stable-diffusion/v1-5-pruned-emaonly.ckpt: OK
25. download-1  | /data/models/Stable-diffusion/sd-v1-5-inpainting.ckpt: OK
26. download-1  | By using this software, you agree to the following licenses:
27. download-1  | https://github.com/AbdBarho/stable-diffusion-webui-docker/blob/master/LICENSE
28. download-1  | https://github.com/CompVis/stable-diffusion/blob/main/LICENSE
29. download-1  | https://github.com/AUTOMATIC1111/stable-diffusion-webui/blob/master/LICENSE.txt
30. download-1  | https://github.com/invoke-ai/InvokeAI/blob/main/LICENSE
31. download-1  | And licenses of all UIs, third party libraries, and extensions.
32. download-1 exited with code 0

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docker compose --profile [ui] up --build

运行下令如下

1. docker compose --profile auto up --build

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报错如下
./clone.sh stable-diffusion-stability-ai

1. => ERROR [auto download 4/9] RUN . /clone.sh stable-diffusion-stability-ai https://github.com/Stability-AI/stablediffusion.git cf1d67a6fd5ea1aa600c4df58e5b47da45f6bdbf   && rm -rf assets data/**/*.png data/**/*.jpg data/**/*.gif  75.8s
2. ------
3. > [auto download 4/9] RUN . /clone.sh stable-diffusion-stability-ai https://github.com/Stability-AI/stablediffusion.git cf1d67a6fd5ea1aa600c4df58e5b47da45f6bdbf   && rm -rf assets data/**/*.png data/**/*.jpg data/**/*.gif:
4. 2.567 + mkdir -p /repositories/stable-diffusion-stability-ai
5. 2.568 + cd /repositories/stable-diffusion-stability-ai
6. 2.568 + git init
7. 2.570 hint: Using 'master' as the name for the initial branch. This default branch name
8. 2.570 hint: is subject to change. To configure the initial branch name to use in all
9. 2.570 hint: of your new repositories, which will suppress this warning, call:
10. 2.570 hint:
11. 2.570 hint:     git config --global init.defaultBranch <name>
12. 2.570 hint:
13. 2.570 hint: Names commonly chosen instead of 'master' are 'main', 'trunk' and
14. 2.570 hint: 'development'. The just-created branch can be renamed via this command:
15. 2.570 hint:
16. 2.570 hint:     git branch -m <name>
17. 2.571 Initialized empty Git repository in /repositories/stable-diffusion-stability-ai/.git/
18. 2.571 + git remote add origin https://github.com/Stability-AI/stablediffusion.git
19. 2.573 + git fetch origin cf1d67a6fd5ea1aa600c4df58e5b47da45f6bdbf '--depth=1'
20. 75.70 error: RPC failed; curl 92 HTTP/2 stream 0 was not closed cleanly: CANCEL (err 8)
21. 75.70 error: 3601 bytes of body are still expected
22. 75.71 fetch-pack: unexpected disconnect while reading sideband packet
23. 75.71 fatal: early EOF
24. 75.71 fatal: fetch-pack: invalid index-pack output
25. ------
26. failed to solve: executor failed running [/bin/sh -c . /clone.sh stable-diffusion-stability-ai https://github.com/Stability-AI/stablediffusion.git cf1d67a6fd5ea1aa600c4df58e5b47da45f6bdbf   && rm -rf assets data/**/*.png data/**/*.jpg data/**/*.gif]: exit code: 128

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详见 https://github.com/AbdBarho/stable-diffusion-webui-docker/issues/657 ，必要修改两点：

• 编辑 /stable-diffusion-webui-docker/services/AUTOMATIC1111/Dockerfile，将 FROM alpine/git:2.36.2 修改为 FROM alpine/git:2.43.0
  
• 编辑 /stable-diffusion-webui-docker/services/AUTOMATIC1111/clone.sh，在行末加上 sleep 200s，假如还是不行，适当扩大 200s，取决于现场网络条件。
  

ImportError: cannot import name ‘TypeIs’ from ‘typing_extensions’

1. auto-1  |     from .plugin_registry import PluginRegistry
2. auto-1  |   File "/opt/conda/lib/python3.10/site-packages/altair/utils/plugin_registry.py", line 13, in <module>
3. auto-1  |     from typing_extensions import TypeIs
4. auto-1  | ImportError: cannot import name 'TypeIs' from 'typing_extensions' (/opt/conda/lib/python3.10/site-packages/typing_extensions.py)
5. auto-1 exited with code 1

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解决方案详见 https://github.com/AbdBarho/stable-diffusion-webui-docker/issues/729
修改 /stable-diffusion-webui-docker/services/AUTOMATIC1111/Dockerfile， 如下

1. WORKDIR /
2. RUN --mount=type=cache,target=/root/.cache/pip \
3.   git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui.git && \
4.   cd stable-diffusion-webui && \
5.   git reset --hard v1.9.4 && \
6.   pip install -r requirements_versions.txt && \
7.   pip install --upgrade typing-extensions

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The NVIDIA driver on your system is too old (found version 11040)

1. auto-1  | Installing extension dependencies (if any)
2. auto-1  | /opt/conda/lib/python3.10/site-packages/timm/models/layers/__init__.py:48: FutureWarning: Importing from timm.models.layers is deprecated, please import via timm.layers
3. auto-1  |   warnings.warn(f"Importing from {__name__} is deprecated, please import via timm.layers", FutureWarning)
4. auto-1  | no module 'xformers'. Processing without...
5. auto-1  | no module 'xformers'. Processing without...
6. auto-1  | No module 'xformers'. Proceeding without it.
7. auto-1  | The NVIDIA driver on your system is too old (found version 11040). Please update your GPU driver by downloading and installing a new version from the URL: http://www.nvidia.com/Download/index.aspx Alternatively, go to: https://pytorch.org to install a PyTorch version that has been compiled with your version of the CUDA driver.: str
8. auto-1  | Traceback (most recent call last):
9. auto-1  |   File "/stable-diffusion-webui/modules/errors.py", line 98, in run
10. auto-1  |     code()
11. auto-1  |   File "/stable-diffusion-webui/modules/devices.py", line 106, in enable_tf32
12. auto-1  |     if cuda_no_autocast():
13. auto-1  |   File "/stable-diffusion-webui/modules/devices.py", line 28, in cuda_no_autocast
14. auto-1  |     device_id = get_cuda_device_id()
15. auto-1  |   File "/stable-diffusion-webui/modules/devices.py", line 40, in get_cuda_device_id
16. auto-1  |     ) or torch.cuda.current_device()
17. auto-1  |   File "/opt/conda/lib/python3.10/site-packages/torch/cuda/__init__.py", line 778, in current_device
18. auto-1  |     _lazy_init()
19. auto-1  |   File "/opt/conda/lib/python3.10/site-packages/torch/cuda/__init__.py", line 293, in _lazy_init
20. auto-1  |     torch._C._cuda_init()
21. auto-1  | RuntimeError: The NVIDIA driver on your system is too old (found version 11040). Please update your GPU driver by downloading and installing a new version from the URL: http://www.nvidia.com/Download/index.aspx Alternatively, go to: https://pytorch.org to install a PyTorch version that has been compiled with your version of the CUDA driver.
22. auto-1  |
23. auto-1  | During handling of the above exception, another exception occurred:
24. auto-1  |
25. auto-1  | Traceback (most recent call last):
26. auto-1  |   File "/stable-diffusion-webui/webui.py", line 13, in <module>
27. auto-1  |     initialize.imports()
28. auto-1  |   File "/stable-diffusion-webui/modules/initialize.py", line 36, in imports
29. auto-1  |     shared_init.initialize()
30. auto-1  |   File "/stable-diffusion-webui/modules/shared_init.py", line 17, in initialize
31. auto-1  |     from modules import options, shared_options
32. auto-1  |   File "/stable-diffusion-webui/modules/shared_options.py", line 4, in <module>
33. auto-1  |     from modules import localization, ui_components, shared_items, shared, interrogate, shared_gradio_themes, util, sd_emphasis
34. auto-1  |   File "/stable-diffusion-webui/modules/interrogate.py", line 13, in <module>
35. auto-1  |     from modules import devices, paths, shared, lowvram, modelloader, errors, torch_utils
36. auto-1  |   File "/stable-diffusion-webui/modules/devices.py", line 113, in <module>
37. auto-1  |     errors.run(enable_tf32, "Enabling TF32")
38. auto-1  |   File "/stable-diffusion-webui/modules/errors.py", line 100, in run
39. auto-1  |     display(task, e)
40. auto-1  |   File "/stable-diffusion-webui/modules/errors.py", line 68, in display
41. auto-1  |     te = traceback.TracebackException.from_exception(e)
42. auto-1  |   File "/opt/conda/lib/python3.10/traceback.py", line 572, in from_exception
43. auto-1  |     return cls(type(exc), exc, exc.__traceback__, *args, **kwargs)
44. auto-1  | AttributeError: 'str' object has no attribute '__traceback__'
45. auto-1 exited with code 1

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遇到这类报错的原因是，pytorch 与 服务器上的显卡驱动版本不划一，要么升级服务器显卡驱动，要么修改 /stable-diffusion-webui-docker/services/AUTOMATIC1111/Dockerfile 中的 pytorch 镜像

1. FROM pytorch/pytorch:2.3.0-cuda11.8-cudnn8-runtime

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实际上，这一步应该放在第一步执行
WARNING[XFORMERS]: xFormers can’t load C++/CUDA extensions. xFormers was built for:

1. auto-1  | Installing extension dependencies (if any)
2. auto-1  | /opt/conda/lib/python3.10/site-packages/timm/models/layers/__init__.py:48: FutureWarning: Importing from timm.models.layers is deprecated, please import via timm.layers
3. auto-1  |   warnings.warn(f"Importing from {__name__} is deprecated, please import via timm.layers", FutureWarning)
4. auto-1  | WARNING[XFORMERS]: xFormers can't load C++/CUDA extensions. xFormers was built for:
5. auto-1  |     PyTorch 2.3.0+cu121 with CUDA 1201 (you have 2.3.0)
6. auto-1  |     Python  3.10.14 (you have 3.10.14)
7. auto-1  |   Please reinstall xformers (see https://github.com/facebookresearch/xformers#installing-xformers)
8. auto-1  |   Memory-efficient attention, SwiGLU, sparse and more won't be available.
9. auto-1  |   Set XFORMERS_MORE_DETAILS=1 for more details

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出现这个异常报警一般是显卡和 xfomers 版本不划一导致，详见 https://github.com/facebookresearch/xformers#installing-xformers，找到正确的版本（好比 pip3 install -U xformers --index-url https://download.pytorch.org/whl/cu118），修改

1. RUN --mount=type=cache,target=/root/.cache/pip \
2.   pip install pyngrok xformers==0.0.26.post1 \
3.   git+https://github.com/TencentARC/GFPGAN.git@8d2447a2d918f8eba5a4a01463fd48e45126a379 \
4.   git+https://github.com/openai/CLIP.git@d50d76daa670286dd6cacf3bcd80b5e4823fc8e1 \
5.   git+https://github.com/mlfoundations/open_clip.git@v2.20.0

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为

1. RUN --mount=type=cache,target=/root/.cache/pip \
2.   pip install pyngrok \
3.   git+https://github.com/TencentARC/GFPGAN.git@8d2447a2d918f8eba5a4a01463fd48e45126a379 \
4.   git+https://github.com/openai/CLIP.git@d50d76daa670286dd6cacf3bcd80b5e4823fc8e1 \
5.   git+https://github.com/mlfoundations/open_clip.git@v2.20.0
7. RUN --mount=type=cache,target=/root/.cache/pip pip install xformers==0.0.26.post1 --index-url https://download.pytorch.org/whl/cu118

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再次运行 docker compose --profile auto up --build
后，启动正常

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