There's a good rescue in Walker, Louisiana, For the Love of Rats. They often have guinea pigs, or may know of someone who does.
Petfinder shows 27 pigs within 100 miles of New Orleans, some very close. See www.petfinder.com, choose "small and furry" as the type and "guinea pig" as the breed.