Blocking
If you block a profile, neither of you sees the other’s posts and you cannot write to each other. You find the list in the settings under “Blocked profiles”.
Muting
Muted profiles, words and topics quietly disappear from your feed. The other person notices nothing.
Messages only
If you just want no more messages from someone, block them for messages. Profile, following and posts then stay as they are.