this post was submitted on 11 Jun 2025
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what do you mean by spell fine? They're just emitting the tokens for the words. Like, it's not writing "strawberry," it's 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 it's going to be quite liable to making mistakes.
I don't think it's really fair to say that the lookup 19772 -> berry counts as the LLM being able to spell, since the LLM isn't operating at that layer. It doesn't 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.
I mean that when you ask them to spell a word they can list every character one at a time.
Well that's a recent improvement. GPT3 was very bad at that, and GPT4 still makes mistakes.