Reducing weight will improve FE if you brake often. Braking wastes energy, that came from accelerating (i.e. burning fuel).
http://ecomodder.com/forum/showthrea...tml#post202672
At least that is what I think. :-) So I carry tools, spare water, and any other things I want to in my car. I do not try to reduce my vehicle weight at all.