The fire broke out at 3.15 and smoke plumes could be seen from locations across the city, reports said.
There were no reports of any injuries to members of the public. and it was unclear whether the building was occupied at the time the flames took hold.
Officials warned people to stay away from the area. There was no immediate word on the cause of the blaze.
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