It doesn't flatten out. It needs at least an inch on the ends and each side in either garter or seed stitch to lay somewhat flat. If you have a blockable yarn, that helps, but it's best to knit an edging on it to keep it from curling.
eta: look in this thread for ideas -
http://www.knittinghelp.com/forum/sh...ad.php?t=32810