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DiffusionGemma on DGX Spark delivers Jev-like structured output at 0.20s

The author ran a Jev-like structured output setup with Google DeepMind's DiffusionGemma on a DGX Spark, getting 0.20s median results untuned, with a vLLM branch tested on real hardware.

Matt Mastracci
@mmastracArchived 2026.09.18Originally posted 2026.09.17
DiffusionGemma on DGX Spark delivers Jev-like structured output at 0.20s
Matt Mastracci @mmastracOriginally posted 2026.09.17
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Now you can run a Jev-like on your own hardware using DiffusionGemma from @GoogleDeepMind. Untuned, on a DGX Spark, 0.20s median structured results! Branch is in progress, but tested and working on real hardware. https://github.com/mmastrac/vllm/tree/structured-reads

x.com/mmastrac/status/2100349903507689744Archived 2026.09.18 10:16