If you don't want to participate in a Group chat on Whatsapp any more, you can simple exit the group. Learn how to leave a group on Whatsapp fro Android by doing as follows:
1. Open "Whatsapp"
2. In you Chats list, tap and hold your finger on the Group name you would like to leave
3. Tap "Delete and exit Group" to leave the group chat