The hotel is on Market and Valencia streets, in the Upper Market area.
It's one of the hotels where homeless people are being quarantined due to COVID-19.
Police are at the scene.
It is unclear if anyone has been injured at this time.
Stay with ABC7 News for the latest details on this developing story.