Should I quit a hostile job without notice?

I'm 22 and graduating college in May. I've worked several odd jobs and part time positions in the past, however my current part time job as a cook has driven me nigh crazy. I struggle frequently at the job and it doesn't help that my coworkers aren't patient enough to even train me to do basic... show more I'm 22 and graduating college in May. I've worked several odd jobs and part time positions in the past, however my current part time job as a cook has driven me nigh crazy. I struggle frequently at the job and it doesn't help that my coworkers aren't patient enough to even train me to do basic things. It's a vicious cycle: I struggle at something that they won't teach, I ask for help, I get chastised and so on. My mental health and grades have been declining ever since I started this job 4 months ago. Should I simply quit and not give notice?
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