The blaze sparked around 8:30 at a home near Chestnut and Huntsman.
Firefighters say the residents were living in their garage and were using the chimney to stay warm.
The house connected to the garage also caught fire but was not severely damaged.
This is the second time this week that firefighters have responded to this property on Thursday.
The home was destroyed when a possible honey oil lab exploded.