if i use the wrong number of zeros or nines to make the error the captcha knows i'm human this is actually a scary good reverse-captcha holy shit

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update: the model's architecture is fucking cursed (laudatory) unfortunately, it really would be fast as fuck if i had 16 gigs of VRAM, though with the new llamacpp MoE cache implementation i would get a pretty good performance bump with a motherboard upgrade to get PCIe 4.0 that i don't have rn

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...they have started figuring out pronouns on their own

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i have good news, my computer may be tentatively resuscitated again which was also a pretty good time to learn that the new nemotron bolt model (and its parent super model that it's a cut-down version of) were mid-trained on 100B tokens of indic data, which is really good for my purposes

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don't put an api method in the spec. add a note encouraging disclosure of leaked keys through normal security.txt contacts and auto-invalidate any keys you receive. "hey someone emailed us your live API keys so we disabled them and now we're reaching out to help you remediate" goes over much easier

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