Display a splash page to tell your visitor that your site is currently under maintenance.
Extract the zip file content after download. Navigate into the directory and COPY the directory name "OfflineMode" and paste them into your plugin directory located at "wp-content/plugins". Login to your admin CP and enable "OfflineMode" through plugin tab.
-Born of OfflineMode.