Rose shared her love for the rapper over social media after he performed at Lollapalooza held at Grant Park in Chicago last week, reports aceshowbiz.com.
She took to Instagram to share some videos taken from the concert.
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The words "Imma marry him" and "I love him" were written across the videos that showed the rapper, whose real name is Shayaa Bin Abraham-Joseph, delivering a lively performance in front of the crowd.
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Rose and 21 Savage were first romantically linked around two months ago.