HTML has no mechanism to control this. However, with CSS, you can set the margin-bottom of the form to 0.
For example :
<form style="margin-bottom:0;" action=...>
You can also use a CSS style sheet to affect all the forms on a page:
form { margin-bottom: 0 ; }
