The motor you specify is 6v and they show a range of 3v to 9v, you intend 12v or 24v supply, you would have been better off with a 12v or 24v motor and run it on a lower voltage, with that gear ratio it should be able to turn that predicted load at a lower voltage.
As mentioned, a PWM...