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Running Nemotron 3 Ultra on DGX Station

Nemotron 3 Ultra has 550 billion parameters. DGX Station offers 748 GB of HBM3e and LPDDR5X memory. This page puts the two side by side.

Short answer. Nemotron 3 Ultra fits comfortably on DGX Station. In FP8, its weights take about 632 GB of the 748 GB available, leaving 116 GB for the attention cache and concurrency.

How much memory does Nemotron 3 Ultra need?

Weights take the parameter count multiplied by the format size, plus a 15% runtime margin for activations and buffers. The attention cache sits on top: it grows with context length and with the number of concurrent requests, so it is sized case by case.

FormatWeights in memory On this machineWhat the format costs
FP161,265 GBdoes not fitfull precision, the quality reference
FP8632 GBtightnegligible loss on most tasks
NVFP4316 GBfitsBlackwell format, native FP4 compute
Q4316 GBfitsblock quantisation, broadly supported

Nemotron 3 Ultra activates 55 billion parameters per token out of 550 billion. Active parameters govern speed, not footprint: every expert stays resident in memory. Confusing the two under-sizes the machine by an order of magnitude.

What is left to serve requests?

Nemotron 3 Ultra fits comfortably on DGX Station. In FP8, its weights take about 632 GB of the 748 GB available, leaving 116 GB for the attention cache and concurrency. The remaining margin decides how many concurrent requests and how much context the machine sustains. A margin below a quarter of memory forces a limit on context or on concurrency.

DGX Station ranges from 117 to 169 k€, indicative and not contractual. The machine targets the PME segment.

Where else can Nemotron 3 Ultra run?

See the Nemotron 3 Ultra and DGX Station fact sheets.

How much memory does Nemotron 3 Ultra need?

In FP8, weights take about 632 GB including the runtime margin. The attention cache sits on top and depends on context.

Does Nemotron 3 Ultra fit on DGX Station?

Nemotron 3 Ultra fits comfortably on DGX Station. In FP8, its weights take about 632 GB of the 748 GB available, leaving 116 GB for the attention cache and concurrency.

Method

Parameter counts and memory figures come from the site fact sheets. Memory footprints are calculated, not measured: a reading on real hardware may differ depending on the engine and the exact weight format. Prices are indicative and not contractual.