Harvey Weinstein’s wife, Marchesa designer Georgina Chapman, is leaving him — as more women continue to step forward to accuse the movie mogul of decades of sexual harassment and assault.

Weinstein, 65, and Chapman, 41, married in 2007 and have two children together — India Pearl, 7, and Dashiell Max Robert, 4.

“My heart breaks for all the women who have suffered tremendous pain because of these unforgivable actions. I have chosen to leave my husband. Caring for my young children is my first priority and I ask the media for privacy at this time,” Chapman says in a statement to PEOPLE.

There are plans for Weinstein to enter a treatment facility — but the mogul, who has been staying at a Los Angeles hotel, has not left yet, according to a source.

In the wake of the first allegations by multiple women in a New York Times report, Weinstein, who has denied allegations of nonconsensual sex, initially said Chapman was standing behind him.