My boss insulted me, I want to quit the company without serving the notice period?

Where are you? In the US there's no legal requirement for notice unless you have a contract that says there is. But your post doesn't sound like US, so be sure you're on firm ground. And it is very unlikely that your hurt feelings over being insulted would be legal grounds to break a contract.