If you want to make a backup or continue your server in singleplayer, you can use these steps to download your save.
1. Open the File Manager

2. Navigate to /saves/
3. Right click your latest autosave file, and click Download.

4. Once downloaded, you can place this into %appdata%\Factorio\saves on your PC to play it in Singleplayer.