Never mind. I found it the code I was suppose to replace in single.php.
For those interested, you want to replace <?php wp_link_pages(); ?> with <?php wp_pagenavi( array( ‘type’ => ‘multipart’ ) ); ?>
It exists twice in the .php file and I chose to just remove the first instance and not replace it so that the pagination only occurs on the bottom of my posts.
