==> CLICK on the arrow on the top right of your page and click on settings just before log out.
==> on the page that opens after click on settings, click on videos displayed on the last column on the left end.
==>On the video settings page, you will see this:
On the line (Auto-Play videos) , click on the Off and that is it. You can use Facebook in peace. Enjoy.