According to Delhi Fire Service, 14 fire tenders were rushed to the spot after they received a call around 8:04 am and efforts were still on to douse the flames.
"Being a Sunday, not many people were present in the sprawling building and there are no reports of any casualty so far," said a DFS official.
The cause of the fire is not known at this moment, he added.