Type the following command at the shell prompt to find out top 10 largest file/directories:
cd /path/to/some/where
du -hsx * | sort -rh | head -10
Source: http://www.cyberciti.biz/faq/how-do-i-find-the-largest-filesdirectories-on-a-linuxunixbsd-filesystem/