The new dark mode has been under development, and was initially rolled out to limited users in January. Now if you're using Facebook's desktop version, you'll see a banner at the top asking if you want to try the "New Facebook".
You can still switch back to the classic interface, but the redesign will become default later this year.
Do you see the new interface option? Chime in