The temporal solution is to change the type attribute of the RadNumericTextBox input to "tel". This can be done in the OnLoad client event of the control:
<script>
function OnLoad(sender, args) {
sender.get_element().setAttribute("type", "tel");
}
</script>
<telerik:RadNumericTextBox RenderMode="Lightweight" runat="server" ID="RadNumericTextBox1" Width="190px" Value="1" EmptyMessage="Enter units count" MinValue="0" ShowSpinButtons="true" NumberFormat-DecimalDigits="0">
<ClientEvents OnLoad="OnLoad" />
</telerik:RadNumericTextBox><br />