Yes, it's possible to use git to obtain the source from any point in Arduino's history. You'll only get the source code, so you'll need to build it yourself (easy on Linux & Mac, requires setting up lots of stuff for Windows).
I'm not an expert with git & github. You'll need to look for info online (there is a lot of info on may sites), or find someone who's more knowledgeable about git to help you.