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9
.dockerignore
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.dockerignore
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.venv
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.che__/
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*.log
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*.git
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*.gitignore
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docker
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models/*
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embeddings/*
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extensions/*
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39
README.md
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README.md
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@ -104,6 +104,45 @@ Alternatively, use online services (like Google Colab):
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- [List of Online Services](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Online-Services)
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### Running with Docker
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#### a) Run with Docker Compose
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DISCLAIMER: This currently only works with NVIDIA GPUs
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You need to have [Docker](https://www.docker.com/) installed on your system. Then clone this repository and execute `docker compose -f docker/compose.yml up` in the root path of the repository. The first time you execute this command will take a long time as all the dependencies are installed. Subsequent runs of the command should start up the webui pretty much instantly. To stop the webui press CTRL+C and wait a few seconds.
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Models are provided to the Docker container using a bind mount. This means that if you add a new model to the models directory it should be available in the webui after a checkpoint refresh without needing to rebuild or restart the container.
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The server will be accessible at [localhost:7860](localhost:7860)
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#### b) Run with docker CLI
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```
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git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui
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cd stable-diffusion-webui
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export TAG=$(git describe --abbrev=0) # the image tag, here example uses the latest git tag
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export IMG=AUTOMATIC1111/stable-diffusion-webui:${TAG}
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docker build -t ${IMG} -f docker/Dockerfile .
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docker run --gpus all -d -p 7860:7860 -v $(pwd)/models/:/webui/models -v $(pwd)/embeddings:/webui/models $IMG
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# Those `-v` mean mounting your local pre-downloaded model weights, embeddings, extensions( you can also do this for your local textual_inversion_templates, localizations..etc ) to the container, in the same manner.
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```
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#### c) Run on Kubernetes
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Prerequisite:
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- You already have a Kubernetes Cluster in place and kube.conf in your machine.
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- build the docker images as above step (b), and load it to your K8S cluster.
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- Modify the `YOUR-IMAGE-NAME` and `YOUR-LOCAL-PATH` in `docker/k8s-sd-webui.yaml`
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```
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kubectl apply -f docker/k8s-sd-webui.yaml # Create k8s workload and nodeport service
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kubectl get po -l app=stable-diffusion-webui # List the container
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#kubectl wait --for=condition=available endpoints/stable-diffusion-webui-service # wait for pod ready, you can CTRL+C to skip it
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kubectl get svc stable-diffusion-webui-service # To show the access NodePort port and access it thru K8S NodePort
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```
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To debug, you can check logs from `kubectl logs -f deploy/stable-diffusion-webui`
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### Installation on Windows 10/11 with NVidia-GPUs using release package
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1. Download `sd.webui.zip` from [v1.0.0-pre](https://github.com/AUTOMATIC1111/stable-diffusion-webui/releases/tag/v1.0.0-pre) and extract its contents.
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2. Run `update.bat`.
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docker/Dockerfile
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docker/Dockerfile
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FROM python:3.10
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WORKDIR /webui
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RUN apt-get update && \
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apt-get install ffmpeg libsm6 libxext6 dos2unix google-perftools -y
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COPY . .
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RUN dos2unix ./webui.sh ./webui-user.sh
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RUN groupadd --system --gid 1000 webui && \
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useradd webui --uid 1000 --gid 1000 --create-home --shell /bin/bash && \
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chown -R webui:webui .
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USER 1000:1000
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RUN ./webui.sh --exit --skip-torch-cuda-test
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CMD [ "./webui.sh", "--skip-prepare-environment", "--listen" ]
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docker/compose.yml
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docker/compose.yml
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services:
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webui:
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build: .
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volumes:
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- type: bind
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source: ./models
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target: /webui/models
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- type: bind
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source: ./outputs
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target: /webui/outputs
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- type: bind
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source: ./extensions
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target: /webui/extensions
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- type: bind
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source: ./embeddings
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target: /webui/embeddings
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- type: bind
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source: ./configs
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target: /webui/configs
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ports:
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- 7860:7860
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deploy:
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resources:
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reservations:
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devices:
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- driver: nvidia
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count: all
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capabilities: [gpu]
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64
docker/k8s-sd-webui.yaml
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docker/k8s-sd-webui.yaml
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apiVersion: apps/v1
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kind: Deployment
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metadata:
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name: stable-diffusion-webui
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spec:
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replicas: 1
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selector:
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matchLabels:
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app: stable-diffusion-webui
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template:
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metadata:
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labels:
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app: stable-diffusion-webui
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spec:
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containers:
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- name: stable-diffusion-webui
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image: $(YOUR-IMAGE-NAME) # the image name specified when doing `docker build`
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ports:
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- containerPort: 7860
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volumeMounts:
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- mountPath: /webui/models
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name: models-volume
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- mountPath: /webui/outputs
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name: image-outputs
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- mountPath: /webui/extensions
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name: extensions-volume
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- mountPath: /webui/embeddings
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name: embeddings-volume
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resources:
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limits:
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nvidia.com/gpu: 1 # Adjust according to your needs
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readinessProbe:
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httpGet:
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path: /
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port: 7860
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initialDelaySeconds: 120
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periodSeconds: 30
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volumes:
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- name: models-volume
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hostPath:
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path: $(YOUR-LOCAL-PATH)/models # absolute path of pre-download model on the host machine
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- name: image-outputs
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hostPath:
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path: $(YOUR-LOCAL-PATH)/outputs
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- name: extensions-volume
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hostPath:
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path: $(YOUR-LOCAL-PATH)/extensions # absolute path of extensions
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- name: embeddings-volume
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hostPath:
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path: $(YOUR-LOCAL-PATH)/embeddings # absolute path of pre-download embeddings
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---
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apiVersion: v1
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kind: Service
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metadata:
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name: stable-diffusion-webui-service
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spec:
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type: NodePort # You can change this to LoadBalancer if needed
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ports:
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- port: 7860
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targetPort: 7860
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selector:
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app: stable-diffusion-webui
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