Earlier quoted context omitted.
Thanks, I realized that later (I just cded into the dir and built it). I got some errors after downloading the image, however. I assume it's because I'm on the 3.5 kernel rather than 3.8.
What kind of errors? On kernel < 3.8 docker will print a warning because of a known kernel bug. You may or may not hit the bug on 3.5 depending on your hardware configuration. If you do, you'll know: the kernel will panic ;)
Sorry I can't provide the exact errors, but if I run it it has to download the entire thing again.