Review order too long, I'm stuck in a forgetting loop

At this point, your best bet would be to just Forget those cards. Select all of them in the Browse window, then choose Cards / Forget… from the menu. That will reset them all to become new cards.

Probably you should also select the “Reset repetition and lapse counts” checkbox.

After all, if you can’t recall them after a short time, then you are effectively at square one with them anyway.