After it plays you should see the links to dl, embed, direct link, etc.
Go to download.com and search for VLC player. It's the best all around player out there IMO. It's got a small footprint meaning it doesn't take 10 seconds to launch and it plays EVERYTHING from FLV videos to DIVX.
You can also use Savetube.com to save Youtube videos.