Comment on AGI achieved đ¤
jsomae@lemmy.ml â¨3⊠â¨days⊠agowhat do you mean by spell fine? Theyâre just emitting the tokens for the words. Like, itâs not writing âstrawberry,â itâs writing tokens <302, 1618, 19772>, which correspond to st, raw, and berry respectively. If you ask it to put a space between each letter, that will disrupt the tokenization mechanism, and itâs going to be quite liable to making mistakes.
I donât think itâs really fair to say that the lookup 19772 -> berry counts as the LLM being able to spell, since the LLM isnât operating at that layer. It doesnât really emit letters directly. I would argue its inability to reliably spell words when you force it to go letter-by-letter or answer queries about how words are spelled is indicative of its poor ability to spell.
__dev@lemmy.world â¨3⊠â¨days⊠ago
I mean that when you ask them to spell a word they can list every character one at a time.
jsomae@lemmy.ml â¨2⊠â¨days⊠ago
Well thatâs a recent improvement. GPT3 was very bad at that, and GPT4 still makes mistakes.