Fingers hurt from playing guitar ?

Yesterday I found my dad's old acoustic guitar when we were cleaning out the attic. Long story short, I found a guy on YouTube named Marty who teaches different songs abd I played for about 4-5 hours and this morning when I woke up my fingers hurt so bad! Is there anything I can do to make them get calloused quicker? Or do I just stop playing for a while? Any suggestions appreciated