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Jonathan Hayase

@jon.jon.ke
196 followers 39 following 1 posts

5th year PhD student at UW CSE, working on Security and Privacy for ML

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Jonathan Hayase @jon.jon.ke · 21/03/2025
Tokenizers govern the allocation of computation. It's a waste to spend a whole token of compute predicting the "way" in "By the way". SuperBPE redirects that compute to predict more difficult tokens, leading to wins on downstream tasks!
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Reposted by Jonathan Hayase
Alisa Liu @alisawuffles.bsky.social · 11/12/2024
excited to be at #NeurIPS2024! I'll be presenting our data mixture inference attack 🗓️ Thu 4:30pm w/ @jon.jon.ke — stop by to learn what trained tokenizers reveal about LLM development (‼️) and chat about all things tokenizers. 🔗 arxiv.org/abs/2407.16607
poster for paper
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