As the documentation says:

The effect is undefined if this is not one of short, int, long, long long, unsigned short, unsigned int, unsigned long, or unsigned long long.

If I don't care about the range, I can just mask off the bits of a larger type to generate random numbers. If not, it's more complex. Why aren't the byte types provided just by default?