How do you remove a git tag that has already been pushed? Delete all git remote (origin) tags and Delete all git local tags.
git tag -d $(git tag -l)
git fetch
git push origin --delete $(git tag -l) # Pushing once should be faster than multiple times
git tag -d $(git tag -l)