Do you get jail time for hazing?

No states require jail time. It is up to the discretion of the sentencing judge.

Another View: There is no such specific crime as "Hazing." It is the method(s) used in hazing, and the result of the hazing, that would be charged under criminal law (e.g.: Assault - Homicide - etc).