Firefighter Stephen Hunt got into difficulty inside the building at around 8.35pm, along with another firefighter, Greater Manchester Fire and Rescue Service said.
Both were pulled out by their colleagues and treated by the Ambulance Service before being taken to hospital.
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Police said the "active shooter", reportedly a lawyer, had since been shot by officers and they were not seeking any other suspects.