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Can NVIDIA H100 SXM5 80GB run Unsloth Qwen3 5 397B A17b Gguf?

Unsloth Qwen3 5 397B A17b Gguf speed on NVIDIA H100 SXM5 80GB and quantization-level VRAM fit.

Q4 not recommended80GB VRAM availableRequires 199GB+

NVIDIA H100 SXM5 80GB does not meet the minimum VRAM requirement for Q4 inference of Unsloth Qwen3 5 397B A17b Gguf. 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 is not a comfortable Q4 fit for Unsloth Qwen3 5 397B A17b Gguf (about 199GB needed).
Estimated speed
59 tok/s
VRAM needed
199GB
VRAM headroom
-119GB

What this means for you

NVIDIA H100 SXM5 80GB lacks sufficient VRAM for comfortable Unsloth Qwen3 5 397B A17b Gguf operation with Q4 quantization.

Your 80GB GPU is 119GB short of the 199GB minimum.

Options: (1) Try Q2 or Q3 quantization for lower VRAM requirements, (2) Consider cloud GPU rental, (3) Upgrade to a GPU with at least 16GB VRAM.

Quantization breakdown

QuantizationVRAM neededVRAM availableEstimated speedVerdict
Q4199GB80GB59.41 tok/s❌ Not recommended
Q8397GB80GB41.59 tok/s❌ Not recommended
FP16794GB80GB22.58 tok/s❌ Not recommended

Suitable alternatives

No alternative GPUs with verified compatibility yet. Expand the compatibility import to surface more cards.

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.

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Prebuilt AI systems

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

Compare prebuilt systems →

Not ready to upgrade?

Your GPU doesn't meet the VRAM requirements. Run Unsloth Qwen3 5 397B A17b Gguf on cloud GPU instantly.

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 Unsloth Qwen3 5 397B A17b GgufBest GPU guides for this modelCompare prebuilt local AI systemsBrowse all model + GPU compatibility checksUnsloth Qwen3 5 397B A17b Gguf Q4 requirementsUnsloth Qwen3 5 397B A17b Gguf Q4_K_M requirements

Compatibility FAQ

Can NVIDIA H100 SXM5 80GB run Unsloth Qwen3 5 397B A17b Gguf?

NVIDIA H100 SXM5 80GB is not a comfortable Q4 fit for Unsloth Qwen3 5 397B A17b Gguf (about 199GB needed).

How much VRAM is needed for Unsloth Qwen3 5 397B A17b Gguf on NVIDIA H100 SXM5 80GB?

Q4 inference is estimated to need about 199GB VRAM on this page, while NVIDIA H100 SXM5 80GB has 80GB available.

What if NVIDIA H100 SXM5 80GB is not enough for Unsloth Qwen3 5 397B A17b Gguf?

Try lower-bit quantization, choose a smaller model, or move to a higher-VRAM GPU from the alternatives list.