P100 x2 + Qwen3: Vibe-Coded llama.cpp Patches Nearly Double Throughput

Mrinohk · reddit · 2026-10-13

A Redditor shares hardware/model-specific llama.cpp optimizations for a pair of Tesla P100s running Qwen3 35B A3B (UD Q4 KXL), almost entirely vibe-coded with Claude Opus. Building on shinbunbun's P100 patches and ideas from the open-jet megakernel project, decode went from 68 to 125.7 t/s (1.85x), 183 t/s with MTP (1.96x), and 512-token prefill hit 2.08x speedup—rivaling a 3060+3090 setup. Caveats: patches are hyper-focused on this card+model combo, output quality feels slightly off without a tightened sampler (temp 0.7, minp 0.25), and stability is unverified. Patches are public for other P100 owners.

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