The only way that i found to successfully turn of safe mode was as follows:

Open httpd.conf

At the end of the file or wherever simply place the following directive:

&Directory /home/username/public_html&
php_admin_flag safe_mode 0
&/Directory&

For each virtual host that needs safe mode turned off, add the directive above.

Restart apache

Thats it!