I have been looking for a bit and I can not find a way to run unittest's in parallel is there a library that gives you the same output but runs the tests in parallel?
The pytest testing framework has a plugin called pytest-xdist that runs tests in parallel.
Note that:

pytest supports running Python unittest-based tests out of the box.
How to run unittest in parallel?