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Can NVIDIA H100 SXM5 80GB run Qwen Qwq 32B Preview?

Qwen Qwq 32B Preview speed on NVIDIA H100 SXM5 80GB and quantization-level VRAM fit.

Runs Q480GB VRAM availableRequires 16GB+

NVIDIA H100 SXM5 80GB meets the minimum VRAM requirement for Q4 inference of Qwen Qwq 32B Preview. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.

Buy options for NVIDIA H100 SXM5 80GBBest GPU guidesCompare prebuilt systems
Short answer: NVIDIA H100 SXM5 80GB can run Qwen Qwq 32B Preview at Q4 with an estimated 173 tok/s.
Estimated speed
173 tok/s
VRAM needed
16GB
VRAM headroom
+64GB

What this means for you

NVIDIA H100 SXM5 80GB can run Qwen Qwq 32B Preview with Q4 quantization. At approximately 173 tokens/second, you can expect Excellent speed - conversational response times under 1 second.

You have 64GB headroom, which is sufficient for system overhead and smooth operation.

Quantization breakdown

QuantizationVRAM neededVRAM availableEstimated speedVerdict
Q416GB80GB173.27 tok/s✅ Fits comfortably
Q832GB80GB121.29 tok/s✅ Fits comfortably
FP1664GB80GB65.84 tok/s✅ Fits comfortably

Suitable alternatives

AMD Instinct MI300X
192GB
267.14 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Qwen Qwq 32B Preview on AMD Instinct MI300X
NVIDIA H200 SXM 141GB
141GB
241.24 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Qwen Qwq 32B Preview on NVIDIA H200 SXM 141GB
AMD Instinct MI250X
128GB
167.14 tok/s
Price: —
Fit note: compare VRAM and speed with your target workload before buying.
Check Qwen Qwq 32B Preview on AMD Instinct MI250X
NVIDIA H100 PCIe 80GB
80GB
109.99 tok/s
Price: —
Fit note: compare VRAM and speed with your target workload before buying.
Check Qwen Qwq 32B Preview on NVIDIA H100 PCIe 80GB
RTX 5090
32GB
104.92 tok/s
Price: —
Fit note: compare VRAM and speed with your target workload before buying.
Check Qwen Qwq 32B Preview on RTX 5090

Compare purchase paths

Direct GPU buy options

Check current pricing links for NVIDIA H100 SXM5 80GB and similar cards.

Open NVIDIA H100 SXM5 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 SXM5 80GB buy options & pricingFull guide for Qwen Qwq 32B PreviewBest GPU guides for this modelCompare prebuilt local AI systemsBrowse all model + GPU compatibility checksQwen Qwq 32B Preview Q4 requirementsQwen Qwq 32B Preview Q4_K_M requirementsCan AMD Instinct MI300X run Qwen Qwq 32B Preview?Can NVIDIA H200 SXM 141GB run Qwen Qwq 32B Preview?Can AMD Instinct MI250X run Qwen Qwq 32B Preview?

Compatibility FAQ

Can NVIDIA H100 SXM5 80GB run Qwen Qwq 32B Preview?

NVIDIA H100 SXM5 80GB can run Qwen Qwq 32B Preview at Q4 with an estimated 173 tok/s.

How much VRAM is needed for Qwen Qwq 32B Preview on NVIDIA H100 SXM5 80GB?

Q4 inference is estimated to need about 16GB VRAM on this page, while NVIDIA H100 SXM5 80GB has 80GB available.

What if NVIDIA H100 SXM5 80GB is not enough for Qwen Qwq 32B Preview?

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