Motive is normally used to mean the specific reason for performing a specific action, an incentive, a particular goal or objective. Ex-They ran away to avoid being caught. So the motive here is to avoid being caught.
Motivation is the act or process of giving someone a reason to do something, the internal and external factors that stimulate desire to do something. Ex-I became a doctor to ease patients suffering. The desire to relieve people’s suffering is the motivation to become doctor.