ARM架构推理Stable Diffusiond

代码仓库:

https://github.com/siutin/stable-diffusion-webui-docker.git

Docker容器地址:

https://hub.docker.com/r/siutin/stable-diffusion-webui-docker/tags

git clone https://github.com/siutin/stable-diffusion-webui-docker.git

cd stable-diffusion-webui-docker

准备主机中的目录映射:

创建目录

mkdir -p /MY-DATA-DIR && cd /MY-DATA-DIR

mkdir models outputs

sudo chown 10000:$UID -R models outputs

sudo chmod 775 -R models outputs

使用 CUDA 运行

With the latest CUDA version

docker run -it --name sdw --gpus all --network host \

-v $(pwd)/models:/app/stable-diffusion-webui/models \

-v $(pwd)/outputs:/app/stable-diffusion-webui/outputs \

--rm siutin/stable-diffusion-webui-docker:latest-cuda \

bash webui.sh --share

With specific CUDA version

docker run -it --name sdw --gpus all --network host \

-v $(pwd)/models:/app/stable-diffusion-webui/models \

-v $(pwd)/outputs:/app/stable-diffusion-webui/outputs \

--rm siutin/stable-diffusion-webui-docker:latest-cuda-12.6.2 \

bash webui.sh --share

仅使用 CPU 运行

docker run -it --name sdw --network host \

-v $(pwd)/models:/app/stable-diffusion-webui/models \

-v $(pwd)/outputs:/app/stable-diffusion-webui/outputs \

--rm siutin/stable-diffusion-webui-docker:latest-cpu \

bash webui.sh --skip-torch-cuda-test --use-cpu all --share

构建自定义镜像

Nvidia CUDA image

nvidia-docker buildx build -f Dockerfile.cuda \

--platform linux/amd64 \

--build-arg BUILD_DATE=$(date -u +'%Y-%m-%dT%H:%M:%SZ') \

--build-arg BUILD_VERSION=custom-cuda \

-t siutin/stable-diffusion-webui-docker:custom-cuda .

Nvidia CUDA image with specific version

nvidia-docker buildx build -f Dockerfile.cuda \

--platform linux/amd64 \

--build-arg BUILD_DATE=$(date -u +'%Y-%m-%dT%H:%M:%SZ') \

--build-arg BUILD_VERSION=custom-cuda \

--build-arg CUDA_VERSION=12.5.1 \

-t siutin/stable-diffusion-webui-docker:custom-cuda-12.5 .

CPU only image

docker buildx build -f Dockerfile.cpu \

--platform linux/arm64 \

--build-arg BUILD_DATE=$(date -u +'%Y-%m-%dT%H:%M:%SZ') \

--build-arg BUILD_VERSION=custom-cpu \

-t siutin/stable-diffusion-webui-docker:custom-cpu .

docker run -it --name sdw --gpus all --network host \
-v /home/ai/Project/SD模型/sd-webui
/models:/app/stable-diffusion-webui/models \
-v /home/ai/Project/SD模型/sd-webui
/outputs:/app/stable-diffusion-webui/outputs \
--rm siutin/stable-diffusion-webui-docker :cpu-v1.10.1-2025-02-10 \
bash webui.sh --share

Ubuntu 20.04 focal 版本(适合 ARM 64)

sudo tee /etc/apt/sources.list > /dev/null << EOF

默认注释了源码镜像以提高 apt update 速度,如有需要可自行取消注释

deb https://mirrors.tuna.tsinghua.edu.cn/ubuntu-ports/ focal main restricted universe multiverse

deb-src https://mirrors.tuna.tsinghua.edu.cn/ubuntu-ports/ focal main restricted universe multiverse

deb https://mirrors.tuna.tsinghua.edu.cn/ubuntu-ports/ focal-updates main restricted universe multiverse

deb-src https://mirrors.tuna.tsinghua.edu.cn/ubuntu-ports/ focal-updates main restricted universe multiverse

deb https://mirrors.tuna.tsinghua.edu.cn/ubuntu-ports/ focal-backports main restricted universe multiverse

deb-src https://mirrors.tuna.tsinghua.edu.cn/ubuntu-ports/ focal-backports main restricted universe multiverse

安全更新源

deb https://mirrors.tuna.tsinghua.edu.cn/ubuntu-ports/ focal-security main restricted universe multiverse

deb-src https://mirrors.tuna.tsinghua.edu.cn/ubuntu-ports/ focal-security main restricted universe multiverse

Docker 镜像源(arm64)

deb [arch=arm64] https://mirrors.aliyun.com/docker-ce/linux/ubuntu focal stable

deb-src [arch=arm64] https://mirrors.aliyun.com/docker-ce/linux/ubuntu focal stable

EOF

Ubuntu 22.04 jammy 版本(适合 ARM 64)

sudo tee /etc/apt/sources.list > /dev/null << EOF

默认注释了源码镜像以提高 apt update 速度,如有需要可自行取消注释

deb https://mirrors.tuna.tsinghua.edu.cn/ubuntu-ports/ jammy main restricted universe multiverse

deb-src https://mirrors.tuna.tsinghua.edu.cn/ubuntu-ports/ jammy main restricted universe multiverse

deb https://mirrors.tuna.tsinghua.edu.cn/ubuntu-ports/ jammy-updates main restricted universe multiverse

deb-src https://mirrors.tuna.tsinghua.edu.cn/ubuntu-ports/ jammy-updates main restricted universe multiverse

deb https://mirrors.tuna.tsinghua.edu.cn/ubuntu-ports/ jammy-backports main restricted universe multiverse

deb-src https://mirrors.tuna.tsinghua.edu.cn/ubuntu-ports/ jammy-backports main restricted universe multiverse

安全更新源

deb https://mirrors.tuna.tsinghua.edu.cn/ubuntu-ports/ jammy-security main restricted universe multiverse

deb-src https://mirrors.tuna.tsinghua.edu.cn/ubuntu-ports/ jammy-security main restricted universe multiverse

Docker 镜像源(arm64)

deb [arch=arm64] https://mirrors.aliyun.com/docker-ce/linux/ubuntu jammy stable

deb-src [arch=arm64] https://mirrors.aliyun.com/docker-ce/linux/ubuntu jammy stable

EOF

构建镜像

docker buildx build -f Dockerfile.cuda --platform linux/arm64 --build-arg BUILD_DATE=$(date -u +'%Y-%m-%dT%H:%M:%SZ') --build-arg BUILD_VERSION=custom-cuda-12.4 --build-arg CUDA_VERSION=12.4.0 -t siutin/stable-diffusion-webui-docker:custom-cuda-12.4 .

相关推荐
多恩Stone2 天前
【Stable Diffusion 1.5 】在 Unet 中每个 Cross Attention 块中的张量变化过程
stable diffusion
远瞻。6 天前
【论文精读】2024 ECCV--MGLD-VSR现实世界视频超分辨率(RealWorld VSR)
人工智能·算法·stable diffusion·音视频·超分辨率重建
远瞻。7 天前
【论文精读】2024 CVPR--Upscale-A-Video现实世界视频超分辨率(RealWorld VSR)
论文阅读·人工智能·算法·stable diffusion·音视频·超分辨率重建
乱世刀疤7 天前
AI绘画:手把手带你Stable Diffusion从入门到精通(系列教程)
人工智能·ai作画·stable diffusion
layneyao9 天前
从0到1搭建AI绘画模型:Stable Diffusion微调全流程避坑指南
ai作画·stable diffusion
远瞻。9 天前
【论文精读】2024 arXiv --VEnhancer现实世界视频超分辨率(RealWorld VSR)
论文阅读·stable diffusion·音视频·超分辨率重建
立秋678911 天前
深入理解Diffusers: 从基础到Stable Diffusion
stable diffusion
Liudef0611 天前
Stable Diffusion底模对应的VAE推荐
stable diffusion
胖墩会武术11 天前
通过Auto平台与VScode搭建远程开发环境(以Stable Diffusion Web UI为例)
前端·vscode·stable diffusion