What happens when underage smokers are caught?

It would depend on the characteristics of the crime as in:

How old is the individual?

Where was the crime committed?

What state was the crime committed in?

The amount of marijuana in possession?

Look for your state's laws in regards to that question.

But most importantly, don't get caught!