Music in the cloud on the Music App on IOS

Hi,
I'm not sure if this is an issue that other people have spotted, or if this is just the way the music app on the iPhone now is, but I keep seeing the music in the cloud as well as the music that's on the phone.
Previously, I has the music that I purchased in iTunes downloaded twice onto my phone, and when I found out I deleted the duplicates,however, these were only downloaded onto the phone, the iTunes library on my Mac did not have that issue, even though it's the same library. Another issue here is, when I deleted the duplicate songs off my phone, I could still see them in the cloud, so each song purchased in iTunes, on my phone only, was shown twice in my songs list.
I managed to hide the music in the cloud on my mac, but was wondering if that could somehow be done on the music app. I remember it being possible in settings before, but it seems like now I cannot find an option to sort it out. Or, is it just the way this new music app is?
Can someone help?
Cheers
Hubert