during racing, when u let off the throttle, a small amount of fuel will continue to run into the carb, then - when you apply the gas again - the carb will load up, and take a second to clear its throat before accelerating.

A boost bottle, allows a place for this extra fuel to go, thus allowing quicker acceleration bursts when throttle is applied again.