There have been a number of discussions about this subject in the past. Try this link or do a search for another one.
Bottom line: Users generally have about 3 gallons remaining in the tank when the low fuel light comes on and many report driving past the zero miles remaining display.
http://www.greenhybrid.com/discuss/s...sing+range+tch