How do I get my English Mastiff puppy to stop biting me?

I have an English Mastiff puppy, 10 weeks old. And when I play with her, or just even pet her she will play bite me. But its really hard, and it hurts. Shes is playing because she doesn't bark, or growl. I know puppy's will bite, but how can I train her not to bite so hard?