How can I replace the load more button with page links at the bottom of the blog listing template?

Change the Pagination from Load More Button to Standard Pagination in the Blog Listing section of Theme Settings

Standard pagination allows you to replace the load more button with the traditional linked page numbers with the previous and next links on each side at the bottom of the page.