This plugin do change syntax highlighter to Rouge from Coderay.
Move Redmine plugin directory.
$ cd /path/to/redmine/plugins/
Clone plugin from github.
$ git clone https://github.com/ngyuki/redmine_rouge.git
Install dependency by bundler.
$ cd /path/to/redmine/
$ bundle install
Restart Redmine.
$ sudo service httpd restart