There are several hotel options in the area.  Each option would put you about 20 minutes from the race site.

Indiana, PA Hotels–

Indiana sits about 20 minutes north of the race site.  There are lots of local restaurants, microbreweries, and the Jimmy Stewart Museum in town!

Park Inn By Radisson 

Hilton Garden Inn

Hampton Inn

Holiday Inn Express

Blairsville, PA Hotels–

Blairsville sits about 15 minutes south of the race site on Route 22.

Hampton Inn Blairsville

Days Inn Blairsville