See the Wiki for an explanation of the conversion and hints about the process and problems encountered.
Note that this works for TFS 2010 - I have not tested it with other versions of TFS
ChrisCarrAu/TFStoGitConvert
A useful batch file to perform TFS to Git conversion wile maintaining as much history as practicable.
Batchfile