It's a bit like starting a car - either you haven't enough power - or as above, you are trying to get away too fast.
If you are satified that your motors are strong enough, then look to your acceleration. I don't know what speed you are trying to get up to, but start at an acceleration of 0.5 or 1, and work upwards til the trouble occurs, then knock it down again.