A LED (every diode actually) has a minimum voltage. Check the "forward voltage" in the data sheets for your LED's and compare.
I believe LEDs selected for a keyboard should be very power-efficient types: very bright with low current draw. A properly designed keyboard PCB should always dim the LED to a fraction of its full brightness by using PWM, not by reducing the voltage.