Quitting smoking

Please no bashing as I feel awful! 26 weeks pregnant and I've smoked up until now in my pregnancy. But the guilt has hit me like a ton of bricks today. My question is if I go completely cold turkey will I harm my baby ?

Has any one else quit this far into there pregnancy. Any help/advice would be very much appreciated