Since rising to fame, the 24-year-old model has dated quite a few men from the entertainment industry.
She was previously engaged to Dutch soccer player Memphis Depay in June 2017.
"Marjorie and I are proud to announce the engagement of our youngest daughter Lori to Memphis Depay, this young man is a good one! Congrats," Harvey’s stepdad congratulated the ex-couple via Twitter on June 26, 2017.
But their engagement didn’t turn into marriage as they separated in 2018.
She was then linked to American rapper Future in addition to her romantic link-ups with Combs and Songz. The model and Future reportedly were together from the fall of 2019 to August 2020.
Following her split with Future, Harvey, who has over 3.7 million followers on Instagram, was rumored to be dating Abou Thiam, the brother of musician Akon. Their dating rumors came out after they were spotted getting close in a Miami nightclub in October 2020.