<p>Yes, you'll lose privileges. See the <a href="https://stats.stackexchange.com/help/privileges/set-bounties">Help Center article about setting bounties</a>:</p>
<blockquote>
<ul>
<li>If your new reputation brings you below the requirement for any privileges, you will lose access to those privileges.</li>
</ul>
</blockquote>
