Actually the practical format you want is MOBI, which Calibre will also convert to. It's a little annoying that everyone else has settled on EPUB, and Kindle doesn't read EPUB. But Calibre will seamlessly convert EPUBs to MOBIs and MOBIs to EPUBs, so the end result is all non-DRMed books can be read on all devices with almost no effort.