Paul Mullan, head of HLF Northern Ireland, said: "This is an exciting project that will see one of Belfast's most historic buildings reborn as a major tourist destination.
In 2011, Shrewsbury-based OE Developments abandoned its bid to turn the building into flats and a restaurant in what would have been the latest in a long line of schemes around the city which have seen old factories and industrial buildings reborn for residential use.