Re:Falcon 180B Released
by glitchc on Wednesday September 06, 2023 @10:39AM
(#37405832)
What about the ketchup test? Ask it to tell you how many times the letter e appears in the word ketchup. Llama always tells me it's two.
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Spelling challenges are always going to be inherently difficult for a token-based LM. It's not a good test for performance (unless this is actually the kind of question you're going to ask it regularly).
Falcon fails. GPT-3.5 also fails this test. GPT-4 gets it right. I suspect that GPT-4 is just large enough to have developed a concept of counting, whereas the others are not. Alternatively, it's possible that GPT-4 has memorized the answer from its more extensive training set.
It's not possible to count letters for an LLM; it only "sees" tokens.
I've found it's more reliable to ask it to write some javascript that returns how many letters are in a word. Works even with Llama 7b with some nudging.