Can I Run Nemotron Cascade 2 30B on NVIDIA H100 80GB?

Autor: Jakub Rusinowski · Ostatnia aktualizacja: 15 sierpnia 2026

Yes. Nemotron Cascade 2 30B needs 18.1 GB at Q4_K_M and the NVIDIA H100 80GB has 80 GB, leaving about 61.9 GB of headroom, at roughly 74 tok/s (estimated) with room for up to 128K of context.

The numbers

ModelNemotron Cascade 2 30B
Parameters30B
QuantizationQ4_K_M
VRAM needed18.1 GB
NVIDIA H100 80GB VRAM80 GB
VerdictRuns
Max context128K
Estimated speed~74 tok/s

What to do next

Nothing to change — run it at Q4_K_M. If you want more capability, check whether the next size up also fits.

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Running Nemotron Cascade 2 30B on this card:

NVIDIA H100 80GB PCIe
80 GB VRAM · 350 W board power
Ceny w 2026 są niestabilne — sprawdź aktualną ofertę.
Sprawdź cenę na Amazon

Buy vs. rent Nemotron Cascade 2 30B
Buy the GPU
~$25,000
NVIDIA H100 80GB · MSRP
Rent by the hour
from $0.34/hr
RTX 4090 (24 GB) class

At 2 hrs/day, buying (~$25,000) beats renting at $0.34/hr after about 102.1 years.

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RunPod $0.34/hr
Rent on RunPod →
Vast.ai $0.35/hr · typical low · varies
Rent on Vast.ai →

Cloud rates verified 2026-07 — estimates, and marketplace prices vary. Buying price is GPU MSRP only, not a full PC.

Other Nemotron Cascade 2 sizes on the NVIDIA H100 80GB

Nemotron Cascade 2 30B on nearby hardware

All Nemotron Cascade 2 sizes on the NVIDIA H100 80GB | VRAM calculator for Nemotron Cascade 2 30B | NVIDIA H100 80GB GPU page | Check your hardware