How to resign without serving notice period

Hello everyone – I would like to resign from my current job without serving the notice period as I am being bullied.

What is the best way to do this, so that the company does not give a bad reference to future employers?

I was thinking of going to HR, handing them a simple notice – but verbally giving them my reasons, and requesting that I be allowed to leave without serving my notice period.

Thanks