The formtarget attribute is only used for buttons with type="submit".
That is from this reference.
Here is an answer using JavaScript:
<input type="button" onClick="openNewTab()" value="facebook">
<script type="text/javascript">
function openNewTab() {
window.open("http://www.facebook.com/");
}
</script>