An LED sets its own voltage. A red one is about 1.8V to about 2.0V. A blue or white one is about 3.2V to about 3.6V and they are all different unless they were all measured and grouped.
The brightness of an LED is controlled by adjusting its current, not its voltage. To avoid burning out an LED...