Is it mandatory to serve notice period or do people leave before?

I really don’t wanna serve the 4 month notice period I can only do 2 maximum since the other company requires me to start in 2. The current place I’m in I’m over worked and underpaid, how do I negotiate a reduction in time served. Thing is I need a experience certificate and I want them to give it even if term served is 2 months