Duolingo gives all users, regardless of their subscription tier, the ability to access content offline. There’s no need to download anything beforehand. Simply open the app and use it as you normally would.
While you’ll be able to access about an hour’s worth of lessons, you may eventually run out of lessons and need to join a Wi-Fi network again.