I tend to err on the side of burning as few bridges as possible, but it really depends on the situation and why it's toxic. In my particular case, I didn't quit my job, but moved to a different team within the same company. I think that was only possible because I continued to do good work and tuned out the trigger to the toxic situation (a person and their comments on gender and masculinity).
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