I made a couple commits without making a git push. After that I made a git push and know I can't find these commits that were only local. Can I somehow find those commits that I didn't push to remote repo?
You can use git log --oneline --all to show all commits that are in your repo, even if they're not in the history of your current branch.
See also: git log manpage