After hitting ESC (or cmd + C on my computer) you must hit : for the command prompt to appear. Then, you may enter quit
.
You may find that the machine will not allow you to quit because your information hasn't been saved. If you'd like to quit anyway, enter ! directly after the quit (i.e. :quit!
).