I have downloaded php.vim file, which contains PHP-based syntax information. It should be able to provide syntax based folding, but I can\'t make it work for some reason.
Apparently my VIM didn't run :syntax enable.
Doing :syntax enable fixed the problem, but I also added :syntax on to .vimrc