diff --git a/readme-cn.md b/readme-cn.md
index 42a84f5..9ca682a 100644
--- a/readme-cn.md
+++ b/readme-cn.md
@@ -193,40 +193,42 @@
 
   11. 一些模型的加载，以及微调和量化功能需要`flash-attn`和`bitsandbytes`库，请使用如下方法安装。
   
-  ```bash
-  # Linux版本安装命令，需要大约1小时编译安装时间。
-  pip install flash-attn
-  pip install bitsandbytes
+      ```bash
+      # Linux版本安装命令，需要大约1小时编译安装时间。
+      pip install flash-attn
+      pip install bitsandbytes
 
-  # Windows版本下载URL，请选择正确的CUDA Tookit版本，Torch版本和Python版本。
-  https://github.com/bdashore3/flash-attention/releases
-  https://github.com/jllllll/bitsandbytes-windows-webui/releases
-  # 下载后请使用以下命令安装
-  pip install *.whl
+      # Windows版本下载URL，请选择正确的CUDA Tookit版本，Torch版本和Python版本。
+      https://github.com/bdashore3/flash-attention/releases
+      https://github.com/jllllll/bitsandbytes-windows-webui/releases
+      # 下载后请使用以下命令安装
+      pip install *.whl
 
-  # MacOS版本不支持
-  ```
+      # MacOS版本不支持
+      ```
 
   12.    如果仅想在本地进行部署，可以使用python启动WebUI，http://127.0.0.1:8818
-  ```bash
-  python __webgui_server__.py --webui
-  ```
+  
+      ```bash
+      python __webgui_server__.py --webui
+      ```
 
   13.    如果需要在云服务器上部署，并在本地访问WebUI，请使用反向代理，并以HTTPS协议启动WebUI。在本地请使用https://127.0.0.1:4480 打开WebUI，在远端使用 https://[server ip]:4480 打开WebUI。
-  ```bash
-  // 批处理内部默认使用的虚拟环境是 keras-llm-robot，如果想使用其它的虚拟环境名称，请自行修改批处理文件
-  webui-startup-windows.bat
   
-  // ubuntu(linux)平台
-  python __webgui_server__.py --webui
-  chmod +x ./tools/ssl-proxy-linux
-  ./tools/ssl-proxy-linux -from 0.0.0.0:4480 -to 127.0.0.1:8818
-
-  // MacOS平台
-  python __webgui_server__.py --webui
-  chmod +x ./tools/ssl-proxy-darwin
-  ./tools/ssl-proxy-darwin -from 0.0.0.0:4480 -to 127.0.0.1:8818
-  ```
+      ```bash
+      // 批处理内部默认使用的虚拟环境是 keras-llm-robot，如果想使用其它的虚拟环境名称，请自行修改批处理文件
+      webui-startup-windows.bat
+      
+      // ubuntu(linux)平台
+      python __webgui_server__.py --webui
+      chmod +x ./tools/ssl-proxy-linux
+      ./tools/ssl-proxy-linux -from 0.0.0.0:4480 -to 127.0.0.1:8818
+
+      // MacOS平台
+      python __webgui_server__.py --webui
+      chmod +x ./tools/ssl-proxy-darwin
+      ./tools/ssl-proxy-darwin -from 0.0.0.0:4480 -to 127.0.0.1:8818
+      ```
 
 ## 功能介绍
 
diff --git a/readme.md b/readme.md
index e4bec4c..7ac79c8 100644
--- a/readme.md
+++ b/readme.md
@@ -188,46 +188,49 @@ Auxiliary models, such as retrieval, code execution, text-to-speech, speech-to-t
            pip install kornia
            pip install open_clip_torch
         ```
+
     11. Some model loading, as well as fine-tuning and quantization features require the `flash-attn` and `bitsandbytes` libraries, please install them using the following method.
    
-    ```bash
-    # For Linux，Takes about 1 hour to compile and install。
-    pip install flash-attn
-    pip install bitsandbytes
+      ```bash
+      # For Linux，Takes about 1 hour to compile and install。
+      pip install flash-attn
+      pip install bitsandbytes
 
-    # The Download URL of Windows, Please take care to select the correct CUDA Tookit version, Torch version and Python version.
-    https://github.com/bdashore3/flash-attention/releases
-    https://github.com/jllllll/bitsandbytes-windows-webui/releases
-    # After downloading, please use the following command to install
-    pip install *.whl
+      # The Download URL of Windows, Please take care to select the correct CUDA Tookit version, Torch version and Python version.
+      https://github.com/bdashore3/flash-attention/releases
+      https://github.com/jllllll/bitsandbytes-windows-webui/releases
+      # After downloading, please use the following command to install
+      pip install *.whl
 
-    # MacOS version is not supported
-    ```
+      # MacOS version is not supported
+      ```
 
   12.  If run locally, start the Web UI using Python at http://127.0.0.1:8818:
-  ```bash
-  python __webgui_server__.py --webui
-  ```
+  
+      ```bash
+      python __webgui_server__.py --webui
+      ```
 
   13.   If deploying on a cloud server and accessing the Web UI locally, use reverse proxy and start the Web UI with HTTPS. Access using https://127.0.0.1:4480 on locally, and use the https interface at https://[server ip]:4480 on remotely:
-  ```bash
-  // By default, the batch file uses the virtual environment named keras-llm-robot,
-  // Modify the batch file if using a different virtual environment name.
-
-  webui-startup-windows.bat
   
-  // ubuntu(linux)
+      ```bash
+      // By default, the batch file uses the virtual environment named keras-llm-robot,
+      // Modify the batch file if using a different virtual environment name.
 
-  python __webgui_server__.py --webui
-  chmod +x ./tools/ssl-proxy-linux
-  ./tools/ssl-proxy-linux -from 0.0.0.0:4480 -to 127.0.0.1:8818
+      webui-startup-windows.bat
+      
+      // ubuntu(linux)
 
-  // MacOS
+      python __webgui_server__.py --webui
+      chmod +x ./tools/ssl-proxy-linux
+      ./tools/ssl-proxy-linux -from 0.0.0.0:4480 -to 127.0.0.1:8818
 
-  python __webgui_server__.py --webui
-  chmod +x ./tools/ssl-proxy-darwin
-  ./tools/ssl-proxy-darwin -from 0.0.0.0:4480 -to 127.0.0.1:8818
-  ```
+      // MacOS
+
+      python __webgui_server__.py --webui
+      chmod +x ./tools/ssl-proxy-darwin
+      ./tools/ssl-proxy-darwin -from 0.0.0.0:4480 -to 127.0.0.1:8818
+      ```
 
 ## Feature Overview