It sounds as if you need to increase your PHP limits. You can do this using a .user.ini/php.ini file in the website directory or you can go to cPanel -> Select PHP Version -> Switch to PHP options (top right hyperlink) and change the server settings there. For maximum effect, I'd do both. Also make sure to update any appropriate settings in the Drupal installation itself.
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