No caves generated in my world

I created a world with caves and cliffs active in beta. I played for 3 hours on the world and couldn't find a single cave. Even when I dug into the ground in different areas, I never ran into a cave system. I did find about 10 villages 4 of them abandoned and 2 desert temples. But no caves