It looks like you've wired the LEDs on the main channel in parallel. As long as you're using a 7.4 volt battery solution, you would get longer run time if you wire them in series.

Series wiring: main channel positive wire connects to first LED positive. First LED negative connects to second LED positive. Second LED negative connects to main channel negative.