Navigating sadistic heavy hitting sparring partners as a noob, any advice?

[Howlin Mad Missy]

Why is your trainer putting you in with these guys?

I'd say no decent trainer would do that, no decent sparring partner would do that UNLESS you go in winging away and catch them and even then they're likely to give you a little clip back not look to take your head off.