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All tokens are symbols. All of the frontier models speak Mandarin.
by doph 4mo ago
All tokens are symbols. All of the frontier models speak Mandarin.
- boothby 4mo agoThis is why misspellings and homophones are tells of human righting. LLMs strongly prefer word-level tokens, and word substitutions follow semantic similarity and not the more human auditory similarity.
- mejutoco 4mo ago> righting. > LLMs strongly prefer word-level tokens, and word substitutions follow semantic similarity and not the more human auditory similarity. Is this an elaborate joke or your full-word misspelling of writing is both agreeing with your statement (word substitutions) and contradicting it (not semantic but only pronunciation similarity)
- calfuris 4mo agoI don't see the contradiction, unless you believe that the grandparent comment was written by an LLM.
- deleted 4mo ago[deleted]
- omneity 4mo agoFunny, I’ve been cracking[0] at this exact problem with a purpose-built model[1]: 0: https://huggingface.co/posts/omarkamali/593639295164067 https://huggingface.co/posts/omarkamali/593639295164067 1: https://omneitylabs.com/models/sawtone https://omneitylabs.com/models/sawtone
- jddj 4mo agoClaude the other day wrote code where one of the bytes in the array was 0xO5. That's zero ex oh (the letter) five