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Any idea why prunning can improve perplexity?

I made an little experiment -I combined and modified version of wanda prunning with (data free) quantisation. To be exact HQQ. I wont lie maybe I made mistakes -its still just an research result but in this specific comb

Any idea why prunning can improve perplexity?
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