Does postpartum depression go away?

I'm 7 seven months postpartum today and this morning I was diagnosed with Postpartum Depression. I had no idea I've had it but after answering a few questions to my doctor she had me take a test that said I had moderate depression and mild anxiety. My question is does it go away? She gave me Zoloft but I really don't want to be on it forever.