It looks like Puff Daddy and Cassie Ventura have parted ways after having a nasty fight, but are they done for good?

According to TMZ, the Bad Boy mogul and his 29-year-old girlfriend began arguing on Wednesday in Beverly Hills after Ventura said she wanted to part ways. That angered Puff Daddy, 46, so he allegedly snatched her phone, started scrolling through it and got out of the vehicle.

Later on, the New York born music exec came back home with Ventura's phone but left again and took a couple of his vehicles with him. He did return the device, however, but the singer’s mother called the police, who documented the incident in a domestic report.

This recent split isn’t the first time Puff Daddy and Ventura broke up. According to LoveBScott, the former model left him in December 2015 and said she was single on Instagram. She made that decision because the “No Way Out” rapper was seen with another woman during his Revolt Music Conference that year.

Then at an after party at the 2015 American Music Awards, rumors began to swirl when Puff Daddy was seen hanging out with his ex-girlfriend Jennifer Lopez, which he said bothered Ventura. “She had some questions,” he said on “The Breakfast Club” in April. Casper was there … Me and Jennifer ... gonna be friends, man … Any of my exes. They smile. They’re happy to see me.”

As far as how the couple met, Global Grind reported that it was through producer Ryan Leslie, after Puff Daddy heard a song they recorded together. From there, the two reportedly started dating, but they kept their relationship a secret.

In an interview with The Urban Daily, Ventura said she wanted to keep people out of her personal affairs and just have fun. “I don’t talk about my personal life,” she said in March 2012. “Whatever people want to choose to believe or not believe is really up to them.”

Despite the two celebs dating for several years now, in March 2015 Puff Daddy said he wasn’t ready for marriage and didn’t think he’ll ever be interested in it.

“I don’t know,” he said on Bravo's “Watch What Happens Live”. “It’s the whole thing of, I think you have to be ready for it, because it’s somebody else’s heart involved. That’s a lot of responsibility, and I don’t want to be going to court and having somebody interfere with my relationship … But I will give a contract. I will commit to a contract. A love contract.”

At this time, neither Puff Daddy or Ventura have spoken out about the recent fight in Beverly Hills and based on their history, there’s a good chance that they’ll eventually get back together.