I'd rather imagine what the character looks like based on their personality and how they come over in the text.
I think a couple of distinguishing features are ok - say if the character has something unique about the way they look - but I'd hate to read a lengthy description of what a character looks like because there's a good chance it won't match up with the image I already have of them.
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