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We say charge is discrete because it always has the form $q = n e$, where $n \in \mathbb Z$.

Similarly, I can say that $m = n N_a \mu$, where $n$ is number of moles, $N_a$ is avogadro's constant and $\mu$ is the mass of one atom/molecule of that element. Since $nN_a$ is the number of atoms/molecules, it will not make sense to have $\pi$ atoms or $1.5$ atoms, so $nN_a$ is a natural number.

By this mass is clearly discrete like charge. However, my textbook says the following

One of the main differences between charge and mass is that mass is continuous and charge is not.

Qmechanic
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You can decompose an atom into its sub-particles and observe masses which are not integer multiples of, in your terminology, $\mu$. Even without decomposing, you can still change the mass of an atom by giving it energy in different forms like heat, which will increase its overall energy hence mass, à la $E=mc^2$. This is not the case for charge.