My boyfriend said f off in an argument should I give up and let him go or give him some time?

My boyfriend and i were having a fight for a week now. We can't finish or find middle ground because he doesn't letting me to explain myself. Yesterday in our argument he told me he was just confused and still loves me and when we're starting to find middle ground he got mad again and told me "Go away, F off". Today when i tried to contact him from phone, again he said "F off my life" i wasn't looking at the phone that time so before i can write a message he blocked me. And -from phone- this blocking-unblocking game was continuing by him since our fight started and all the time i tried to explain myself but it was futile, he doesn't let me because he acts like i was a liar and his friends told him "Let her go" and i got mad to this because HE CAN'T EVEN LET ME EXPLAİN MYSELF. And i don't know if want to let go or not. I love him and he told me he 'loves me' but while he's doing this 'game' i don't think he loves me or he's love is dying. Or maybe he's doing this because he's just confused or mad?
My boyfriend said f off in an argument should I give up and let him go or give him some time?
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