Facebook has been testing auto-play video ads for some users. Now, the feature seems to be available for everyone. Facebook says the video ads will only download when your mobile device is connected to Wi-Fi but will play no matter what connection you use. Like Instagram, the videos will play without sound first until you tap on them.
Source: Lifehacker