hg-git and git tags

[Neal Becker]

I cloned a git repo
hg clone git://github.com/pybind/pybind11.git

But I don't see git tags in the hg repo.  Is this expected behavior or am I 
misunderstanding something?

Specifically, I was looking for 2.0.1 release tag.