by on August 18, 2023
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I have not been equipped to take a look at whether or not GPT-3 will rhyme fluently presented a good encoding I have experimented with out a variety of formatting procedures, employing the International Phonetic Alphabet to encode rhyme-pairs at the beginning or finish of strains, annotated in lines, area-divided, and non-IPA-encoded, but while GPT-3 knows the IPA for far more English text than I would’ve expected, none of the encodings present a breakthrough in general performance like with arithmetic/anagrams/acrostics. Thus much, the BPE encoding seems to sabotage overall performance on rhyming, alliteration, punning, anagrams or permutations or ROT13 encodings, acrostics, arithmetic, and Melanie Mitchell’s Copycat-design and style letter analogies (GPT-3 fails with no spaces on "abc : abcd :: ijk : ijl" but succeeds when room-divided, although it does not address all letter analogies and could or might not make improvements to with priming applying Mitchell’s individual article as the prompt examine with a 5-12 months-outdated boy or girl). OA’s GPT-f operate on applying GPT for MetaMath formal theorem-proving notes that they use the standard GPT-2 BPE but "preliminary experimental results reveal attainable gains with specialised tokenization methods." I surprise what other refined GPT artifacts BPEs may perhaps be leading to
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