Download the source code from this website (Other downloads \ LÖVE source):

Version 0.9.2 direct link:

Install required packages (with root permission)

yum install -y freetype-devel glibc-devel libmpg123-devel libmodplug-devel physfs-devel mesa-libGL-devel openal-soft-devel DevIL-devel libvorbis-devel SDL2-devel libmng-devel libtiff-devel lua-devel gcc-c++ libtool luajit-devel

Assuming that you have saved love-0.9.2-linux-src.tar.gz in folder ~/Downloads/, you can try:

cd ~/Downloads
tar -xvf love-0.9.2-linux-src.tar.gz
cd love-0.9.2

If everything is ok, you will see love binary file in the ~/Downloads/love-0.9.2/src directory. Try to run it by:

cd src

If you see a splash screen like this you know that you have compiled LÖVE successfully.
Screenshot from 2015-09-01 16:29:13

Please comment if you have trouble following this tutorial.