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Can AMD Instinct MI300X run Meta Llama Llama 3 2 3B Instruct?

Meta Llama Llama 3 2 3B Instruct speed on AMD Instinct MI300X and quantization-level VRAM fit.

Runs Q4192GB VRAM availableRequires 2GB+

AMD Instinct MI300X meets the minimum VRAM requirement for Q4 inference of Meta Llama Llama 3 2 3B Instruct. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.

Buy options for AMD Instinct MI300XBest GPU guidesCompare prebuilt systems
Short answer: AMD Instinct MI300X can run Meta Llama Llama 3 2 3B Instruct at Q4 with an estimated 916 tok/s.
Estimated speed
916 tok/s
VRAM needed
2GB
VRAM headroom
+190GB

What this means for you

AMD Instinct MI300X can run Meta Llama Llama 3 2 3B Instruct with Q4 quantization. At approximately 916 tokens/second, you can expect Excellent speed - conversational response times under 1 second.

You have 190GB headroom, which is sufficient for system overhead and smooth operation.

Quantization breakdown

QuantizationVRAM neededVRAM availableEstimated speedVerdict
Q42GB192GB915.91 tok/s✅ Fits comfortably
Q83GB192GB641.14 tok/s✅ Fits comfortably
FP166GB192GB348.05 tok/s✅ Fits comfortably

Suitable alternatives

NVIDIA H200 SXM 141GB
141GB
827.12 tok/s
Price: —
Fit note: compare VRAM and speed with your target workload before buying.
Check Meta Llama Llama 3 2 3B Instruct on NVIDIA H200 SXM 141GB
NVIDIA H100 SXM5 80GB
80GB
594.08 tok/s
Price: —
Fit note: compare VRAM and speed with your target workload before buying.
Check Meta Llama Llama 3 2 3B Instruct on NVIDIA H100 SXM5 80GB
AMD Instinct MI250X
128GB
573.07 tok/s
Price: —
Fit note: compare VRAM and speed with your target workload before buying.
Check Meta Llama Llama 3 2 3B Instruct on AMD Instinct MI250X
NVIDIA H100 PCIe 80GB
80GB
377.12 tok/s
Price: —
Fit note: compare VRAM and speed with your target workload before buying.
Check Meta Llama Llama 3 2 3B Instruct on NVIDIA H100 PCIe 80GB
RTX 5090
32GB
359.72 tok/s
Price: —
Fit note: compare VRAM and speed with your target workload before buying.
Check Meta Llama Llama 3 2 3B Instruct on RTX 5090

Compare purchase paths

Direct GPU buy options

Check current pricing links for AMD Instinct MI300X and similar cards.

Open AMD Instinct MI300X 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 →

More questions

AMD Instinct MI300X buy options & pricingFull guide for Meta Llama Llama 3 2 3B InstructBest GPU guides for this modelCompare prebuilt local AI systemsBrowse all model + GPU compatibility checksMeta Llama Llama 3 2 3B Instruct Q4 requirementsMeta Llama Llama 3 2 3B Instruct Q4_K_M requirementsCan NVIDIA H200 SXM 141GB run Meta Llama Llama 3 2 3B Instruct?Can NVIDIA H100 SXM5 80GB run Meta Llama Llama 3 2 3B Instruct?Can AMD Instinct MI250X run Meta Llama Llama 3 2 3B Instruct?

Compatibility FAQ

Can AMD Instinct MI300X run Meta Llama Llama 3 2 3B Instruct?

AMD Instinct MI300X can run Meta Llama Llama 3 2 3B Instruct at Q4 with an estimated 916 tok/s.

How much VRAM is needed for Meta Llama Llama 3 2 3B Instruct on AMD Instinct MI300X?

Q4 inference is estimated to need about 2GB VRAM on this page, while AMD Instinct MI300X has 192GB available.

What if AMD Instinct MI300X is not enough for Meta Llama Llama 3 2 3B Instruct?

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