Future hardware implementations for these <8bit data types will result in much larger (number of parameters) models fitting in the same memory. Unless they are

Future hardware implementations for these <8bit data types will result in much larger (number of parameters) models fitting in the same memory. Unless they are standardized, each vendor and software framework will have their own slightly different approach.