The bomb loads we have in AH are the maximum loads carried by aircraft on normal sorties. There are a few rare instances of planes carrying much more (B-17 could carry 18,000lbs on very short missions).
In general, the bombers were restricted by their bomb bay space in addition to their weight. There is a reason the B17 could carry more 250 lb bombs than the B24, yet the B24 could carry more 1000 lbs (and more payload weight in general).
The more weight in ordnance the less fuel and the shorter range. The more weight in fuel the less weight in ordnance but the greater range. and I'd like to know how a B17 could stuff 18,000 lbs of ordnance in to its bomb bay.