The fire was reported around 3 a.m. at the Astro Motel.
The blaze was contained to one unit, but two others incurred smoke damage.
One person was transported to Ronald Reagan UCLA Medical Center. The person's condition was not immediately known.
The cause of the fire remains under investigation.