Was it right for my Girlfriend to start an argument with for not spending enough money on her kids?

You need to leave her, she is used to getting spoiled and getting it her way. They are HER kids and NOT YOURS so SHE should have to take care of them. They are not your responsibility. She has already caused you to loose your job, You need to get away from her ASAP!!