I have never had them fly away and choose not to come back. Mine are wieners. They know where the food is and they know where I am. So eventually they do come back. I had a group that if I stood outside and called guinea birds in a high voice they would come flying from wherever they were. My guess is that your flew off and got taken by a predator before they could return.