Might I direct you all to the first paragraph of the "carrying, lifting, and dragging" rules on p. 222 of the PHB?
I see no reason not to extend that rule to mounts. In other words, when a mount is just carrying a rider and his or her gear, don't worry about weight limits. If the rider starts...