diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..21b9974
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,19 @@
+FROM pytorch/pytorch:2.3.1-cuda12.1-cudnn8-runtime
+
+WORKDIR /app
+
+# Install system dependencies
+ENV DEBIAN_FRONTEND=noninteractive
+# RUN sed -i 's/archive.ubuntu.com/hk.archive.ubuntu.com/g' /etc/apt/sources.list
+RUN apt-get update && apt-get install -y git git-lfs ffmpeg libgl1 && rm -rf /var/lib/apt/lists/*
+
+COPY . .
+
+RUN pip install --upgrade pip setuptools wheel \
+    && pip install -r requirements/requirements.txt
+
+ENV GRADIO_SERVER_NAME=0.0.0.0
+
+EXPOSE 7860
+
+CMD ["python", "app.py", "--version", "ppt-v2", "--checkpoint_dir", "checkpoints/ppt-v2", "--local_files_only" ]
diff --git a/README.md b/README.md
index 11fc71f..4db2359 100644
--- a/README.md
+++ b/README.md
@@ -52,7 +52,7 @@ PowerPaint is a high-quality versatile image inpainting model that supports text
 
 ```bash
 # Clone the Repository
-git clone git@github.com:open-mmlab/PowerPaint.git
+git clone https://github.com/davideuler/PowerPaint.git
 
 # Create Virtual Environment with Conda
 conda create --name ppt python=3.9
@@ -76,20 +76,21 @@ You can launch the Gradio interface for PowerPaint by running the following comm
 ```bash
 # Set up Git LFS
 conda install git-lfs
-git lfs install
+apt install git-lfs
 
 # Clone PowerPaint Model
-git lfs clone https://huggingface.co/JunhaoZhuang/PowerPaint-v1/ ./checkpoints/ppt-v1
+git clone https://huggingface.co/JunhaoZhuang/PowerPaint-v1/ ./checkpoints/ppt-v1
 
-python app.py --share
+python app.py 
 ```
 
 For the BrushNet-based PowerPaint, you can run the following command:
 ```bash
 # Clone PowerPaint Model
-git lfs clone https://huggingface.co/JunhaoZhuang/PowerPaint_v2/ ./checkpoints/ppt-v2
+git clone https://huggingface.co/JunhaoZhuang/PowerPaint_v2/ ./checkpoints/ppt-v2
+ln -sf `pwd`/checkpoints/ppt-v2/realisticVisionV60B1_v51VAE/unet/diffusion_pytorch_model-002.bin checkpoints/ppt-v2/realisticVisionV60B1_v51VAE/unet/diffusion_pytorch_model.bin
 
-python app.py --share --version ppt-v2 --checkpoint_dir checkpoints/ppt-v2
+python app.py --version ppt-v2 --checkpoint_dir checkpoints/ppt-v2 --local_files_only
 ```
 
 ### Text-Guided Object Inpainting
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..dbb6e3a
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,21 @@
+services:
+  powerpaint:
+    build:
+      context: .
+      dockerfile: Dockerfile
+    image: powerpaint
+    command: python app.py --version ppt-v2 --checkpoint_dir checkpoints/ppt-v2 --local_files_only
+    ports:
+      - "${MAPPED_HOST_PORT_POWERPAINT}:7860"
+    environment:
+      - GRADIO_SERVER_NAME=0.0.0.0
+    volumes:
+      - ~/models/powerpaint/checkpoints:/app/checkpoints
+      - ~/.cache:/root/.cache
+    deploy:
+      resources:
+        reservations:
+          devices:
+            - driver: nvidia
+              count: 1
+              capabilities: [gpu]
diff --git a/requirements/requirements.txt b/requirements/requirements.txt
index e74317b..7b49a8f 100644
--- a/requirements/requirements.txt
+++ b/requirements/requirements.txt
@@ -1,9 +1,10 @@
-accelerate
+accelerate==1.7.0
 controlnet-aux==0.0.3
 diffusers==0.27.0
-gradio==3.41.0
-mmengine
+gradio==3.43.0
+mmengine==0.10.7
 opencv-python
-torch
-torchvision
+torch==2.3.1
+torchvision==0.18.1
 transformers==4.28.0
+huggingface-hub==0.25.2
diff --git a/run.sh b/run.sh
new file mode 100644
index 0000000..3fd8d65
--- /dev/null
+++ b/run.sh
@@ -0,0 +1,4 @@
+
+(mkdir -p ~/models/powerpaint/ && cd ~/models/powerpaint/ && git clone https://huggingface.co/JunhaoZhuang/PowerPaint_v2/ ./checkpoints/ppt-v2)
+
+docker-compose up -d