AnalysisDevelopersAugust 20, 2026

llama.cpp flag tuning boosts generation 70% on 40GB VRAM laptop

A user benchmarked llama.cpp flags on a 40GB VRAM laptop with TB4 eGPU, boosting generation from 16 to 27 t/s (+70%), prefill from 376 to 573, and usable context from 220k to full 262k. Filed a bug in llama around MTP.

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