This works only with an iPhone.
First of all open Whatsapp
Go to Settings
Click 'Chat Settings'
Scroll down and click 'Advanced'
Now turn off the Last Seem Stamp as on the photo. Note that it can take up to 24 Hours until the chance applys. Thats all.