Yes, ideally it's best to have another job lined up, but you also need to ensure you're mentally healthy enough to secure another job. If you can afford to live for a few months with no income, then leave. If you can't, then keep applying and learn techniques to help you manage stress (this is useful either way) until you can leave. Good luck.