I actually just started using Gitprep and it is extremely lightweight and easy to set up. I threw it on a 128MB BuyVM account I had and it worked flawlessly. I tried Gitlab first, and while it had more features, it was far more resource intensive (since it was Rails).
http://gitprep.org/