Firefighters say three buildings between 6th and 7th streets were affected.
Video from SKY7 shows firefighters dousing the flames and hauling debris from one of the affected buildings.
As of 2 p.m., OFD said firefighters had knocked down the building and were working on mitigating hot spots.
No injuries were reported.