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#roofline-model

@charles_irl: If you're interested in speculative decoding, take some time to grok this chart! And read the article from @haoailab.ht…

X AI KOLs Timeline · 2026-07-07 Cached

A roofline model from the LLM Engineer's Almanac estimates speedups from speculative decoding for different draft lengths across models and hardware, with a note that it may underestimate benefits when overhead is significant.

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#roofline-model

@charles_irl: On Friday, we released six new state-of-the-art drafters for accelerated inference. We also put out a blog post on why …

X AI KOLs Following · 2026-06-22 Cached

On Friday, we released six new state-of-the-art drafters for accelerated inference, along with a blog post on speculative decoding and a roofline model tool to estimate speedups.

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