Why did Jimmy/Snowman finally decide to lead the Crakers out of Paradice? What were his motivations?

Jimmy knew that eventually he would have to remove the Crakers from their dome. They were consuming the foliage faster than it was able to grow. They also needed to experience the world if they were to progress.