Hibernate SessionFactory vs. JPA EntityManagerFactory

I am new to Hibernate and I’m not sure whether to use a Hibernate SessionFactory or a JPA EntityManagerFactory to create a Hibernate Session.

What is the difference between these two? What are the pros & cons of using each of those?