It really boils down to a few reasons:
- I don't like ads, and I prefer not to see them
- Running a platform like YouTube is not cheap, and I understand that Google needs money to keep things running.
- The revenue of Premium is split between YouTube and the creators, much like ad revenue is. So it also supports the channels that I follow.