Yes, but not all functions will work.
Once your Wyze Video Doorbell is paired with Wyze Chime, it will chime when the doorbell is pressed, even if the doorbell is not connected to WiFi.
However, the doorbell will not record event videos or send push notifications to your phone if it's offline and not connected to the Internet.