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Can NVIDIA H200 SXM 141GB run Meta Llama Llama 3.1 8B Instruct?

Meta Llama Llama 3.1 8B Instruct speed on NVIDIA H200 SXM 141GB and quantization-level VRAM fit.

Runs Q4141GB VRAM availableRequires 4GB+

NVIDIA H200 SXM 141GB meets the minimum VRAM requirement for Q4 inference of Meta Llama Llama 3.1 8B Instruct. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.

Buy options for NVIDIA H200 SXM 141GBBest GPU guidesCompare prebuilt systems
Short answer: NVIDIA H200 SXM 141GB can run Meta Llama Llama 3.1 8B Instruct at Q4 with an estimated 689 tok/s.
Estimated speed
689 tok/s
VRAM needed
4GB
VRAM headroom
+137GB

What this means for you

NVIDIA H200 SXM 141GB can run Meta Llama Llama 3.1 8B Instruct with Q4 quantization. At approximately 689 tokens/second, you can expect Excellent speed - conversational response times under 1 second.

You have 137GB headroom, which is sufficient for system overhead and smooth operation.

Quantization breakdown

QuantizationVRAM neededVRAM availableEstimated speedVerdict
Q44GB141GB689.26 tok/s✅ Fits comfortably
Q88GB141GB482.48 tok/s✅ Fits comfortably
FP1616GB141GB261.92 tok/s✅ Fits comfortably

Suitable alternatives

AMD Instinct MI300X
192GB
763.26 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Meta Llama Llama 3.1 8B Instruct on AMD Instinct MI300X
NVIDIA H100 SXM5 80GB
80GB
495.07 tok/s
Price: —
Fit note: compare VRAM and speed with your target workload before buying.
Check Meta Llama Llama 3.1 8B Instruct on NVIDIA H100 SXM5 80GB
AMD Instinct MI250X
128GB
477.56 tok/s
Price: —
Fit note: compare VRAM and speed with your target workload before buying.
Check Meta Llama Llama 3.1 8B Instruct on AMD Instinct MI250X
NVIDIA H100 PCIe 80GB
80GB
314.26 tok/s
Price: —
Fit note: compare VRAM and speed with your target workload before buying.
Check Meta Llama Llama 3.1 8B Instruct on NVIDIA H100 PCIe 80GB
RTX 5090
32GB
299.77 tok/s
Price: —
Fit note: compare VRAM and speed with your target workload before buying.
Check Meta Llama Llama 3.1 8B Instruct on RTX 5090

GPU buying guides

Need a GPU with 4GB+ VRAM? These guides match your requirements.

Best GPU for Llama 3
GPU picks tuned for Llama 3 inference from 8B to 70B.
Read guide →
Best Budget GPU for AI
Affordable GPUs under $500 for smaller models.
Read guide →
Best GPU Under $500
Maximum value for AI and gaming on a budget.
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Compare purchase paths

Direct GPU buy options

Check current pricing links for NVIDIA H200 SXM 141GB and similar cards.

Open NVIDIA H200 SXM 141GB 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 H200 SXM 141GB buy options & pricingFull guide for Meta Llama Llama 3.1 8B InstructBest GPU guides for this modelCompare prebuilt local AI systemsBrowse all model + GPU compatibility checksMeta Llama Llama 3.1 8B Instruct Q4 requirementsMeta Llama Llama 3.1 8B Instruct Q4_K_M requirementsCan AMD Instinct MI300X run Meta Llama Llama 3.1 8B Instruct?Can NVIDIA H100 SXM5 80GB run Meta Llama Llama 3.1 8B Instruct?Can AMD Instinct MI250X run Meta Llama Llama 3.1 8B Instruct?meta llama llama 3.1 8b instruct speed on rtx 3060 12gbmeta llama llama 3.1 8b instruct speed on rtx 5070meta llama llama 3.1 8b instruct speed on rtx 4080 super

Compatibility FAQ

Can NVIDIA H200 SXM 141GB run Meta Llama Llama 3.1 8B Instruct?

NVIDIA H200 SXM 141GB can run Meta Llama Llama 3.1 8B Instruct at Q4 with an estimated 689 tok/s.

How much VRAM is needed for Meta Llama Llama 3.1 8B Instruct on NVIDIA H200 SXM 141GB?

Q4 inference is estimated to need about 4GB VRAM on this page, while NVIDIA H200 SXM 141GB has 141GB available.

What if NVIDIA H200 SXM 141GB is not enough for Meta Llama Llama 3.1 8B Instruct?

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