When watching a video just press the more button, a new list of menus pops up with a new button 'Download'
Once pressed you can see the progress of the download in the statusbar
It requires Gingerbread, no love to those who still run on Froyo. I'm sorry but if your stuck at Froyo or any older android version, perhaps you should consider a Nexus device (or a custom rom ;p!).