RAM in Linux is a confusing situation for many people. Linux will eventually always take up all of the RAM but it’s not really “in use”. It’s more in a holding pattern. It will then shift this RAM around to various programs as needed.
A good site to read more about this is here: https://www.linuxatemyram.com/
