Recovering 4.1 GiB of hidden RAM on NVIDIA DGX Spark, 3.6x bigger KV pool

marian_nmt · x · 2026-10-02

The author found Linux exposes less than the DGX Spark's 128 GB unified memory and recovered 4.1 GiB per unit by stacking two tricks: switching to a 64 KiB kernel (2.1 GiB back from reduced vmemmap metadata) and reclaiming the 2046 MiB headless display carveout. On a 2x setup, this grew the KV pool for GLM-5.3-Flash from 262k to 938k tokens. Full measurements and a runbook are in the linked blog post.

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