filipe(@filicroval):spent way too long doing this properly so you don't have to: specdec benchmark of nemotron 3.5 lightning 30b on one gx10 no-spec vs mtp vs dspark vs dflash. preregistered, frozen protocol, quality gates, bootstrap cis, the whole thing dspark won by far: +38.9% median e2e vs no-spec, and +47% at short context single stream push context to 128k or concurrency to 16 and everything starts to collapse repo w/ everything:

filipe

@filicroval

data eng | 1xAsus Ascent GX10 | benchmarking local models so you don't have to

Joined May 2023

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filipe@filicroval

2026.08.12 18:01

spent way too long doing this properly so you don't have to: specdec benchmark of nemotron 3.5 lightning 30b on one gx10 no-spec vs mtp vs dspark vs dflash. preregistered, frozen protocol, quality gates, bootstrap cis, the whole thing dspark won by far: +38.9% median e2e vs no-spec, and +47% at short context single stream push context to 128k or concurrency to 16 and everything starts to collapse repo w/ everything: