The Pattaya police station was alerted to the fire at the Yang Mi Restaurant on South Pattaya Road in Chon Buri's Bang Lamung district at 4 am.
Eight fire engines took about an hour to put out the blaze after it swept through the shop
A neighbour told police that he smelt smoke and on seeing the flames, called the emergency services.
The cause of the fire has yet to be determined.