It's okay to lift weights at your age if you stick to submaximal weights. That is, don't lift as much as you can. You run the risk of damaging (I've read) the growth plates on your bones and hurting bone growth if you put too much pressure on them.
I started lifting when I was 14, and I grew to 5'8" (pretty average).