Specs are open, there's an open server implementation. It might be easiest to set it up with github, but if it catches on, I expect implementations will be readily available from all github-like platforms and as stand-alone.
Awesome. I did notice they called it "Git LFS" instead of "GitHub LFS", which should be a clue there, though from other comments I figured it might be GitHub specific.