The incident was first reported around 1 p.m. near the 600 block of E. University Drive near Avalon Boulevard.
According to emergency personnel on scene, no one was trapped, but it was not clear if anyone was injured.
Los Angeles Department of Building and Safety officials were called to evaluate the situation.
The cause of the collapse was not immediately known.