Added half precision.

Hi, @artemtumch , thanks for your contribution. But this model was trained in FP32. So, though it can be inferenced in FP16 with very limited difference in performance, I think it's important to mention it in the README instead of setting it as the default one quietly.

Hi, @ZhengPeng7 , you're right.

Ready to merge
This branch is ready to get merged automatically.

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