Build custom login form

You can assign any form to your login form. so lets create our custom login form.

Create a new form for login, add Username and Password field to the form, for “Remember me” add a checkbox with

Meta Key: rememberme

Field Options: 1=Remember me

If you want the checkbox to be pre checked, put 1 to Default Value

Finally use the login shortcode on any page,
Shortocde: [user-meta-login form="My_Login_Form"]

(Assuming My_Login_Form is the name of your login form)