prefill

also referred to as: pre-fill

1 statements across 1 episodes · 0 bullish · 0 bearish · 1 people on the record · first statement Jul 29, 2026 by Misha Smulyanski · across every show →

Everything said about prefill, oldest first

Jul 29, 2026
Assertion Supported
Smulyanski: LLM decode workloads remain bandwidth-bound even across large batch sizes
“Pre-fill is generally very compute bound. Right because you basically do, ah, like, attention, ah, you do, ah, ah, a lot of, ah work for, you know, for, you know, all the tokens that you are fetching, right? You can, ah, you fetch the weights while I'm once an…”
Misha Smulyanski Jul 29, 2026 ▶ 51:45 Multi-GPU Kernels, Intelligence per Watt, Heterogeneous Inference, and More | YC Paper Club · Y Combinator
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