What I have seen is basic ohm's law as voltage goes down current goes up. I have seen this in led light bars strobe light bars and many other electronics. This should see the same result.
I leave the keypad light off and it makes a huge difference.Also I leave my display dim.
And limit the LED flashing lights to just my town,and I go all day with my 2400mah batterys.