The airplane impacted terrain during takeoff when it came over the edge of a drop off located at the end of a 1,400 foot long grass runway. The pilot stated that during the takeoff roll, the airplane did not accelerate and he lowered the nose an additional amount in attempt to gain acceleration. The pilot stated that there were no mechanical problems with the airplane.