I always let mine run very low but not for any particular reason, never had it as low as parthiban, nothin worse than pushing it and then gettin stuck in traffic and worrying u may not make it to the pumps, lol
I never fill full either, usually just half a tank, to save weight, altho I dunno how much difference the weight of fuel would make to the mpg...