How to disable WhatsApp group message notifications?
The only way to mute group messages is to mute them for a time period, and the maximum duration is 1 week. To do this, open the group conversation you'd like to mute, press menu and select Mute and then select the desired duration (8 hours, 1 day, 1 week).

Unfortunately this means you have to do this weekly and separately for all groups.