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Can RTX 4080 Super run Meta Llama Llama 3.1 8B Instruct?

Meta Llama Llama 3.1 8B Instruct speed on RTX 4080 Super and quantization-level VRAM fit.

Runs Q416GB VRAM availableRequires 4GB+

RTX 4080 Super 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.

Query match answer

Meta llama llama 3.1 8b instruct speed on rtx 4080 super

Meta Llama Llama 3.1 8B Instruct runs on RTX 4080 Super at about 127 tok/s at Q4 in our current compatibility dataset.

Based on 421 impressions tracked in Search Console.

Buy options for RTX 4080 SuperBest GPU guidesCompare prebuilt systems
Short answer: RTX 4080 Super can run Meta Llama Llama 3.1 8B Instruct at Q4 with an estimated 127 tok/s.
Estimated speed
127 tok/s
VRAM needed
4GB
VRAM headroom
+12GB

What this means for you

RTX 4080 Super can run Meta Llama Llama 3.1 8B Instruct with Q4 quantization. At approximately 127 tokens/second, you can expect Excellent speed - conversational response times under 1 second.

You have 12GB headroom, which is sufficient for system overhead and smooth operation.

Quantization breakdown

QuantizationVRAM neededVRAM availableEstimated speedVerdict
Q44GB16GB126.70 tok/s✅ Fits comfortably
Q88GB16GB88.69 tok/s✅ Fits comfortably
FP1616GB16GB48.14 tok/s⚠️ Tight fit

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 H200 SXM 141GB
141GB
689.26 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Meta Llama Llama 3.1 8B Instruct on NVIDIA H200 SXM 141GB
NVIDIA H100 SXM5 80GB
80GB
495.07 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Meta Llama Llama 3.1 8B Instruct on NVIDIA H100 SXM5 80GB
AMD Instinct MI250X
128GB
477.56 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Meta Llama Llama 3.1 8B Instruct on AMD Instinct MI250X
NVIDIA H100 PCIe 80GB
80GB
314.26 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Meta Llama Llama 3.1 8B Instruct on NVIDIA H100 PCIe 80GB

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.
Read guide →

Compare purchase paths

Direct GPU buy options

Check current pricing links for RTX 4080 Super and similar cards.

Open RTX 4080 Super 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

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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

RTX 4080 Super 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 H200 SXM 141GB run Meta Llama Llama 3.1 8B Instruct?Can NVIDIA H100 SXM5 80GB 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 5070

Compatibility FAQ

Can RTX 4080 Super run Meta Llama Llama 3.1 8B Instruct?

RTX 4080 Super can run Meta Llama Llama 3.1 8B Instruct at Q4 with an estimated 127 tok/s.

How much VRAM is needed for Meta Llama Llama 3.1 8B Instruct on RTX 4080 Super?

Q4 inference is estimated to need about 4GB VRAM on this page, while RTX 4080 Super has 16GB available.

What if RTX 4080 Super 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.