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I frequently steer clear of the use of the repetition penalties because I experience repetition is critical to artistic fiction, and I’d fairly err on the aspect of too a great deal than much too very little, but in some cases they are a handy intervention GPT-3, sad to say, maintains some of the weaknesses of GPT-2 and other probability-educated autoregressive sequence types, these types of as the propensity to tumble into degenerate repetition. twenty if attainable) or if 1 is striving for lavenderhaze chaturbate creative solutions (significant temp with repetition penalties). On the scaled-down models, it appears to help enhance excellent up in direction of ‘davinci’ (GPT-3-175b) degrees devoid of leading to much too significantly difficulty, but on davinci, it appears to exacerbate the normal sampling troubles: notably with poetry, it’s uncomplicated for a GPT to fall into repetition traps or loops, or spit out memorized poems, and BO makes that much much more possible. This is indeed rather a achieve, but it is a double-edged sword: it is baffling to publish code for it due to the fact the BPE encoding of a text is unfamiliar & unpredictable (introducing a letter can modify the final BPEs fully), and the penalties of obscuring the real characters from GPT are unclear

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