diff --git a/README.md b/README.md
index e2780316..b724310a 100644
--- a/README.md
+++ b/README.md
@@ -151,6 +151,8 @@ Other useful documents and links are listed below.
 
 ## Installation
 
+### Install from Source
+
 ```bash
 # create a virtual env
 conda create -n opensora python=3.10
@@ -180,6 +182,20 @@ cd Open-Sora
 pip install -v .
 ```
 
+### Use Docker
+
+Run the following command to build a docker image from Dockerfile provided.
+
+```bash
+docker build -t opensora ./docker
+```
+
+Run the following command to start the docker container in interactive mode.
+
+```bash
+docker run -ti --gpus all -v {MOUNT_DIR}:/data opensora
+```
+
 ## Model Weights
 
 ### Open-Sora 1.1 Model Weights
diff --git a/docker/Dockerfile b/docker/Dockerfile
new file mode 100644
index 00000000..a361bfbf
--- /dev/null
+++ b/docker/Dockerfile
@@ -0,0 +1,25 @@
+FROM hpcaitech/pytorch-cuda:2.1.0-12.1.0
+
+# metainformation
+LABEL org.opencontainers.image.source = "https://github.com/hpcaitech/Open-Sora"
+LABEL org.opencontainers.image.licenses = "Apache License 2.0"
+LABEL org.opencontainers.image.base.name = "docker.io/library/hpcaitech/pytorch-cuda:2.1.0-12.1.0"
+
+COPY . /workspace/Open-Sora
+
+# inatall library dependencies
+RUN apt-get update && apt-get install ffmpeg libsm6 libxext6  -y
+
+# install flash attention
+RUN pip install flash-attn --no-build-isolation
+
+# install apex
+RUN pip install -v --disable-pip-version-check --no-cache-dir --no-build-isolation --config-settings "--build-option=--cpp_ext" --config-settings "--build-option=--cuda_ext" git+https://github.com/NVIDIA/apex.git
+
+# install xformers
+RUN pip install xformers --index-url https://download.pytorch.org/whl/cu121
+
+# install this project
+RUN git clone https://github.com/hpcaitech/Open-Sora && \
+    cd Open-Sora && \
+    pip install -v .
\ No newline at end of file
diff --git a/docs/zh_CN/README.md b/docs/zh_CN/README.md
index 21f8c6d7..d84d4d7d 100644
--- a/docs/zh_CN/README.md
+++ b/docs/zh_CN/README.md
@@ -87,6 +87,7 @@
 
 ## 安装
 
+### 从源码安装
 ```bash
 # create a virtual env
 conda create -n opensora python=3.10
@@ -112,6 +113,20 @@ cd Open-Sora
 pip install -v .
 ```
 
+### 使用Docker镜像
+
+运行如下指令使用提供的Dockerfile构建镜像：
+
+```bash
+docker build -t opensora ./docker
+```
+
+运行以下命令以启动交互模式下的 Docker 容器：
+
+```bash
+docker run -ti --gpus all -v {MOUNT_DIR}:/data opensora
+```
+
 安装完成后，建议阅读[结构](structure.md)，了解项目结构以及如何使用配置文件。
 
 ## 模型权重