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Trykhlieb

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07:32
2026-07-25
devpost.com
large-language-models

TurboPrefill: 3.27× Prefill Speedup in Llama.cpp

A new scheduling technique called TurboPrefill achieves up to 3.27× prefill speedup in llama.cpp by pipelining prompt microbatches across multiple GPUs, reducing inter-GPU communication bottlenecks. D…

// co-occurs with top 7 entities
TurboPrefill 1 llama.cpp 1 ik_llama.cpp 1 Ivan Kawrakow 1 OpenAI Build Week 1 Codex 1 GPT-5.6 1
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large language models 1 ai infrastructure 1 developer tools 1