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Can NVIDIA A100 80GB SXM4 run Mistralai Mistral Large 3 675B Instruct 2512?

Mistralai Mistral Large 3 675B Instruct 2512 speed on NVIDIA A100 80GB SXM4 and quantization-level VRAM fit.

Q4 not recommended80GB VRAM availableRequires 338GB+

NVIDIA A100 80GB SXM4 does not meet the minimum VRAM requirement for Q4 inference of Mistralai Mistral Large 3 675B Instruct 2512. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.

Buy options for NVIDIA A100 80GB SXM4Best GPU guidesCompare prebuilt systems
Short answer: NVIDIA A100 80GB SXM4 is not a comfortable Q4 fit for Mistralai Mistral Large 3 675B Instruct 2512 (about 338GB needed).
Estimated speed
35 tok/s
VRAM needed
338GB
VRAM headroom
-258GB

What this means for you

NVIDIA A100 80GB SXM4 lacks sufficient VRAM for comfortable Mistralai Mistral Large 3 675B Instruct 2512 operation with Q4 quantization.

Your 80GB GPU is 258GB short of the 338GB 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
Q4338GB80GB35.05 tok/s❌ Not recommended
Q8675GB80GB24.53 tok/s❌ Not recommended
FP161350GB80GB13.32 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 A100 80GB SXM4 and similar cards.

Open NVIDIA A100 80GB SXM4 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.

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Not ready to upgrade?

Your GPU doesn't meet the VRAM requirements. Run Mistralai Mistral Large 3 675B Instruct 2512 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 A100 80GB SXM4 buy options & pricingFull guide for Mistralai Mistral Large 3 675B Instruct 2512Best GPU guides for this modelCompare prebuilt local AI systemsBrowse all model + GPU compatibility checksMistralai Mistral Large 3 675B Instruct 2512 Q4 requirementsMistralai Mistral Large 3 675B Instruct 2512 Q4_K_M requirements

Compatibility FAQ

Can NVIDIA A100 80GB SXM4 run Mistralai Mistral Large 3 675B Instruct 2512?

NVIDIA A100 80GB SXM4 is not a comfortable Q4 fit for Mistralai Mistral Large 3 675B Instruct 2512 (about 338GB needed).

How much VRAM is needed for Mistralai Mistral Large 3 675B Instruct 2512 on NVIDIA A100 80GB SXM4?

Q4 inference is estimated to need about 338GB VRAM on this page, while NVIDIA A100 80GB SXM4 has 80GB available.

What if NVIDIA A100 80GB SXM4 is not enough for Mistralai Mistral Large 3 675B Instruct 2512?

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