Looks like when I did this originally I didn't follow the instructions :)

Delete the insteon branch you created locally (maybe not needed) and try this:

git branch insteon origin/insteon

Must have got that off the same stackoverflow question I got it from this time.

Note:  I am git beginner as well so hopefully this approach is right foundation.