Quitting job

Has anyone been able to be a stay at home mom a few months after quitting their jobs? I'm a teacher and I just had twins. I will have to go back after thanksgiving break and I really don't want to. If I finish up the year my babies will be about 7 months old. Is that too old for me to be a stay at home mom? I am so worried they are going to forget me.