@shibbyrae The best way to stop Zumi is to run the following code in a cell: from zumi.zumi import Zumi zumi = Zumi() zumi.stop() The "stop" button on the Jupyter toolbar will not stop Zumi on its own. Zumi needs to explicitly receive the zumi.stop() command. Let me know if this helps!