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Harvey Weinstein’s wife is dumping the disgraced moviemaker amid his spiraling sex scandal — saying she needs time away from him to care for their kids.

“My heart breaks for all the women who have suffered tremendous pain because of these unforgivable actions,” fashion designer Georgina Chapman told People magazine Tuesday.

“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.”

In a statement released by his spokesperson, Weinstein said, ” I support her decision, I am in counseling and perhaps, when I am better, we can rebuild.”

“Over the last week, there has been a lot of pain for my family that I take responsibility for,” he said.

“I sat down with my wife Georgina, who I love more than anything, and we discussed what was best for our family. We discussed the possibility of a separation and I encouraged her to do what was in her heart.”

“I understand, I love her and I love our children and hopefully, when I am better, I will be in their lives again,” he added.

The couple has been married since 2007 and they have two children.

Weinstein’s world has been coming apart since last week, when a small army of women began to come forward and chronicle decades of boorish sexual harassment by the powerful Hollywood producer.

Weinstein, 65, admitted to bad behavior — and said Chapman, 41, was sticking by him.

“She stands 100 percent behind me,” Weinstein told The Post as the scandal erupted. “Georgina and I have talked about this at length.”

Weinstein has five children, between 4 and 22. His kids with Chapman are India Pearl Weinstein, 7, and Dashiell Weinstein, 4.