How do Gymnasts not become bulky yet they are stronger than average weight lifters?

I hear that "gymnasts require more bodyweight to strength ratio therefore they do not become bulky", but this does not really explain exactly how. Is it something to do with they training method, like isometric, bodyweight vs weights, etc. or is it just because bodybuilders tend to eat more