The desktop version of Facebook has slightly different navigation but offers the same control. Quick Guide Click your in the top right. Select Settings & Privacy > Settings . Click Videos in the left-hand sidebar.
Key points:
If you're worried about your data plan, stick to the "On Wi-Fi only" setting to prevent videos from loading while you're out and about.