Pagination in apache solr search page
This could be done by using theme_pager in TEMPLATE.PHP and by applying some if condition to be specific on just the search page

if(arg(0) == "search" &amp;&amp; arg(1) == "site") {

$variables['quantity'] = 5; 

}


These two lines did the magic !!!