The building is located in the 400 block of Green Lane.
The building was evacuated around 10:00 a.m. because of those fumes.
Chopper 6 HD was over the scene a few minutes later and it appeared some children were being allowed back in the building.
There are no reports of anyone becoming ill.
There was no immediate word on what those fumes may be.