It depends on what kind of entropy you are computing. If it is an entropy of $N$ particles occupying a $M$ number of energy levels, then your multiplicity will be taking discreete values. If you consider magnetic particles, which have two- or three-dimensional magnetization vector, then you Hamiltonian, your partition function, and, hence, the entropy will all be continuous.