It's not too big, the lithium phosphate battery will be much lighter than 15 pounds.
Can't seem to find the 14, but this is the 12.
http://www.amazon.com/Bioenno-Power-.../dp/B0083BMHPY
Even that 12 would be a great improvement from your 7 that I'm guess is a sealed lead acid.