You can turn off your iCloud music library to stop syncing your music across all of your Apple devices.

Apple simplifies data sharing, such as music and photos, across your devices, including iPhones and iPads, using iCloud, Family Sharing, and iTunes. This centralizes your digital experience. However, ...