How to pass custom variables to twig file in Drupal8?

You must create a preprocess function, for the template:

function MY_MODULE_preprocess_TEMPLATE(&$variables) {

$VARIABLE_NAME = 'my_variable';
$variables['varname'] = $VARIABLE_NAME ;