Don't listen to the above guy. I already read the EAQ and the answer isn't there.
The problem is, both Forge itself (And my own browser) kept failing to download a file at 5%. The file being "scala-library.jar".
"2013-04-24 17:28:58 [sEVERE] [ForgeModLoader] There was a problem downloading the file scala-library.jar automatically. Perhaps you have an environment without internet access. You will need to download the file manually or restart and let it try again"
So yes, there is a problem with downloading the scala-library.jar file and I've already read the EAQ and nothing there is about this specific file at all. Even in that one zip file which has a group of files that seems to be having issues.