diff --git a/docker-compose.yaml b/docker-compose.yaml
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--- /dev/null
+++ b/docker-compose.yaml
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+services:
+  stable-diffusion-webui-forge:
+    build: ./stable-diffusion-webui-forge
+    restart: unless-stopped
+    environment:
+      - HSA_OVERRIDE_GFX_VERSION=11.0.0
+    ports:
+     - 7860:7860
+    devices:
+      - /dev/kfd
+      - /dev/dri
+    volumes:
+      - ./shared/lora:/app/models/Lora
+      - ./shared/tensors:/app/models/Stable-diffusion
+      - ./shared/vae/:/app/models/VAE
+      - ./shared/embeddings:/app/embeddings
+      - ./stable-diffusion-webui-forge/extensions:/app/extensions
+      - ./stable-diffusion-webui-forge/repositories:/app/repositories
+      - ./stable-diffusion-webui-forge/outputs:/app/outputs
+      - ./stable-diffusion-webui-forge/favorites:/app/log/images
+    group_add:
+      - video
+    ipc: host
+    cap_add:
+      - SYS_PTRACE
+    security_opt:
+      - seccomp=unconfined
diff --git a/shared/embeddings/.gitignore b/shared/embeddings/.gitignore
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--- /dev/null
+++ b/shared/embeddings/.gitignore
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+*
+!.gitignore
\ No newline at end of file
diff --git a/shared/lora/.gitignore b/shared/lora/.gitignore
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--- /dev/null
+++ b/shared/lora/.gitignore
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+*
+!.gitignore
\ No newline at end of file
diff --git a/shared/tensors/.gitignore b/shared/tensors/.gitignore
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--- /dev/null
+++ b/shared/tensors/.gitignore
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+*
+!.gitignore
\ No newline at end of file
diff --git a/shared/vae/.gitignore b/shared/vae/.gitignore
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--- /dev/null
+++ b/shared/vae/.gitignore
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+*
+!.gitignore
\ No newline at end of file
diff --git a/stable-diffusion-webui-forge/Dockerfile b/stable-diffusion-webui-forge/Dockerfile
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+++ b/stable-diffusion-webui-forge/Dockerfile
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+ARG PYTHON_VERSION=3.10
+ARG ROCM_VERSION=6.1
+
+# we do not use rocm/pytorch as it currently use python 3.7 and we require >=python 3.10
+FROM rocm/rocm-terminal:${ROCM_VERSION}
+ARG PYTHON_VERSION
+ARG ROCM_VERSION
+
+# switch to root for setup
+USER root
+
+RUN git clone https://github.com/lllyasviel/stable-diffusion-webui-forge /app
+WORKDIR /app
+RUN    apt update \
+    && apt upgrade -y \
+    && apt install -y software-properties-common \
+    && add-apt-repository ppa:deadsnakes/ppa \
+    && apt update \
+    && apt install -y pciutils bc mesa-utils google-perftools \
+    && apt install -y python${PYTHON_VERSION}-full \
+    && curl -sS https://bootstrap.pypa.io/get-pip.py | python${PYTHON_VERSION} \
+    && chown -R 1000:1000 /app \
+    && rm -rf /var/lib/apt/lists/*
+
+# switch back to unpreviledged user
+USER 1000
+
+RUN    python${PYTHON_VERSION} -m venv /app/env \
+    && sed -i'' -Ee "s/rocm[0-9]\.[0-9]/rocm${ROCM_VERSION}/g" webui.sh \
+    && /app/env/bin/python -m pip install --no-cache-dir torch torchvision torchaudio --index-url https://download.pytorch.org/whl/rocm${ROCM_VERSION} \
+    && /app/env/bin/python -m pip install --no-cache-dir -r requirements_versions.txt
+
+VOLUME ["/app/models/Lora", "/app/models/Stable-diffusion", "/app/models/VAE"]
+VOLUME ["/app/embeddings"]
+VOLUME ["/app/extensions"]
+VOLUME ["/app/repositories"]
+VOLUME ["/app/outputs"]
+VOLUME ["/app/log/images"]
+
+EXPOSE 7860
+ENV python_cmd=/app/env/bin/python
+ENV PYTORCH_CUDA_ALLOC_CONF="garbage_collection_threshold:0.9,max_split_size_mb:512"
+ENV COMMANDLINE_ARGS="--listen --enable-insecure-extension-access --theme=dark --api --update-check"
+ENTRYPOINT ["./webui.sh"]
+CMD []
\ No newline at end of file
diff --git a/stable-diffusion-webui-forge/extensions/.gitignore b/stable-diffusion-webui-forge/extensions/.gitignore
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+++ b/stable-diffusion-webui-forge/extensions/.gitignore
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+*
+!.gitignore
\ No newline at end of file
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@@ -0,0 +1,2 @@
+prompt,seed,width,height,sampler,cfgs,steps,filename,negative_prompt
+"(This image depict a male human who is mid transformation into a wolf.:1.1), His ears are morphing into new shape. He nose is growing into a snout. His spine is extending to form a tail. His skin is covering with fur. He is panting and is feeling woozy as his brain rewires itself with new instincts., solo, nude, substance intoxication, drugs, cum, (transformation, mid transformation:1.2), BREAK high-angle view, rear view, realistic, by husdingo, by  ruaidri, by agrboda, by nurinaki, by monstrifex, (best quality, high quality:1.4) <lora:fluffyrock-quality-tags-v2.0-vpred:1>",1193575401,640,768,DPM++ 2M Karras,6,40,00456-1193575401.png,"transformation sequence, horror, human ears, cross-eyed, glowing eyes, multiple tails, (worst quality, low quality, normal quality:1.4)"
diff --git a/stable-diffusion-webui-forge/outputs/.gitignore b/stable-diffusion-webui-forge/outputs/.gitignore
new file mode 100644
index 0000000..c96a04f
--- /dev/null
+++ b/stable-diffusion-webui-forge/outputs/.gitignore
@@ -0,0 +1,2 @@
+*
+!.gitignore
\ No newline at end of file
diff --git a/stable-diffusion-webui-forge/repositories/.gitignore b/stable-diffusion-webui-forge/repositories/.gitignore
new file mode 100644
index 0000000..c96a04f
--- /dev/null
+++ b/stable-diffusion-webui-forge/repositories/.gitignore
@@ -0,0 +1,2 @@
+*
+!.gitignore
\ No newline at end of file