ACT Fire & Rescue has confirmed the gym was not open when the fire started.
The fire is believed to have started in an administration area. It spread into the roof space but was contained within the first floor premises.
Nearby businesses have not sustained any damage following the quick action of firefighters.
The cause and damage bill is unknown at this time.