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Can NVIDIA H100 PCIe 80GB run Google Gemma 2 9B It?

Google Gemma 2 9B It speed on NVIDIA H100 PCIe 80GB and quantization-level VRAM fit.

Runs Q480GB VRAM availableRequires 5GB+

NVIDIA H100 PCIe 80GB meets the minimum VRAM requirement for Q4 inference of Google Gemma 2 9B It. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.

Buy options for NVIDIA H100 PCIe 80GBBest GPU guidesCompare prebuilt systems
Short answer: NVIDIA H100 PCIe 80GB can run Google Gemma 2 9B It at Q4 with an estimated 236 tok/s.
Estimated speed
236 tok/s
VRAM needed
5GB
VRAM headroom
+75GB

What this means for you

NVIDIA H100 PCIe 80GB can run Google Gemma 2 9B It with Q4 quantization. At approximately 236 tokens/second, you can expect Excellent speed - conversational response times under 1 second.

You have 75GB headroom, which is sufficient for system overhead and smooth operation.

Quantization breakdown

QuantizationVRAM neededVRAM availableEstimated speedVerdict
Q45GB80GB235.70 tok/s✅ Fits comfortably
Q89GB80GB164.99 tok/s✅ Fits comfortably
FP1618GB80GB89.57 tok/s✅ Fits comfortably

Suitable alternatives

AMD Instinct MI300X
192GB
572.44 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Google Gemma 2 9B It on AMD Instinct MI300X
NVIDIA H200 SXM 141GB
141GB
516.95 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Google Gemma 2 9B It on NVIDIA H200 SXM 141GB
NVIDIA H100 SXM5 80GB
80GB
371.30 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Google Gemma 2 9B It on NVIDIA H100 SXM5 80GB
AMD Instinct MI250X
128GB
358.17 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Google Gemma 2 9B It on AMD Instinct MI250X
RTX 5090
32GB
224.82 tok/s
Price: —
Fit note: compare VRAM and speed with your target workload before buying.
Check Google Gemma 2 9B It on RTX 5090

GPU buying guides

Need a GPU with 5GB+ VRAM? These guides match your requirements.

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Compare purchase paths

Direct GPU buy options

Check current pricing links for NVIDIA H100 PCIe 80GB and similar cards.

Open NVIDIA H100 PCIe 80GB buy links →
Curated best GPU guides

Use workload-focused recommendations before committing to a purchase.

Browse best GPU guides →
Prebuilt AI systems

Compare complete systems if you want ready-to-run hardware.

Compare prebuilt systems →

Try before you buy

Rent cloud GPUs by the hour — no upfront hardware cost.

Vast.aiFrom $0.20/hr · Pay as you goRent GPU →RunPodFrom $0.30/hr · Secure cloudRent GPU →Lambda LabsFrom $0.50/hr · Enterprise-gradeRent GPU →

More questions

NVIDIA H100 PCIe 80GB buy options & pricingFull guide for Google Gemma 2 9B ItBest GPU guides for this modelCompare prebuilt local AI systemsBrowse all model + GPU compatibility checksGoogle Gemma 2 9B It Q4 requirementsGoogle Gemma 2 9B It Q4_K_M requirementsCan AMD Instinct MI300X run Google Gemma 2 9B It?Can NVIDIA H200 SXM 141GB run Google Gemma 2 9B It?Can NVIDIA H100 SXM5 80GB run Google Gemma 2 9B It?

Compatibility FAQ

Can NVIDIA H100 PCIe 80GB run Google Gemma 2 9B It?

NVIDIA H100 PCIe 80GB can run Google Gemma 2 9B It at Q4 with an estimated 236 tok/s.

How much VRAM is needed for Google Gemma 2 9B It on NVIDIA H100 PCIe 80GB?

Q4 inference is estimated to need about 5GB VRAM on this page, while NVIDIA H100 PCIe 80GB has 80GB available.

What if NVIDIA H100 PCIe 80GB is not enough for Google Gemma 2 9B It?

If you need more speed or context headroom, compare alternative GPUs below and check higher-tier VRAM options.