According to the Paducah Fire Department, the fire occurred at the previously condemned building near Irvin Cobb Drive and Bridge Street.
Fire personnel were able to extinguish the fire in about 15 minutes.
According to the Paducah fire chief, it appears a homeless person had been staying inside the building near where the fire started. The fire department says no one was hurt.
The cause remains under investigation.