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Can NVIDIA L4 run Deepseek AI Deepseek V3?

Deepseek AI Deepseek V3 speed on NVIDIA L4 and quantization-level VRAM fit.

Runs Q424GB VRAM availableRequires 2GB+

NVIDIA L4 meets the minimum VRAM requirement for Q4 inference of Deepseek AI Deepseek V3. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.

Buy options for NVIDIA L4Best GPU guidesCompare prebuilt systems
Short answer: NVIDIA L4 can run Deepseek AI Deepseek V3 at Q4 with an estimated 91 tok/s.
Estimated speed
91 tok/s
VRAM needed
2GB
VRAM headroom
+22GB

What this means for you

NVIDIA L4 can run Deepseek AI Deepseek V3 with Q4 quantization. At approximately 91 tokens/second, you can expect Good speed - acceptable for interactive use.

You have 22GB headroom, which is sufficient for system overhead and smooth operation.

Quantization breakdown

QuantizationVRAM neededVRAM availableEstimated speedVerdict
Q42GB24GB90.85 tok/s✅ Fits comfortably
Q83GB24GB63.60 tok/s✅ Fits comfortably
FP166GB24GB34.52 tok/s✅ Fits comfortably

Suitable alternatives

AMD Instinct MI300X
192GB
1144.89 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Deepseek AI Deepseek V3 on AMD Instinct MI300X
NVIDIA H200 SXM 141GB
141GB
1033.90 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Deepseek AI Deepseek V3 on NVIDIA H200 SXM 141GB
NVIDIA H100 SXM5 80GB
80GB
742.60 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Deepseek AI Deepseek V3 on NVIDIA H100 SXM5 80GB
AMD Instinct MI250X
128GB
716.33 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Deepseek AI Deepseek V3 on AMD Instinct MI250X
NVIDIA H100 PCIe 80GB
80GB
471.40 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Deepseek AI Deepseek V3 on NVIDIA H100 PCIe 80GB

Compare purchase paths

Direct GPU buy options

Check current pricing links for NVIDIA L4 and similar cards.

Open NVIDIA L4 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

NVIDIA L4 buy options & pricingFull guide for Deepseek AI Deepseek V3Best GPU guides for this modelCompare prebuilt local AI systemsBrowse all model + GPU compatibility checksDeepseek AI Deepseek V3 Q4 requirementsDeepseek AI Deepseek V3 Q4_K_M requirementsCan AMD Instinct MI300X run Deepseek AI Deepseek V3?Can NVIDIA H200 SXM 141GB run Deepseek AI Deepseek V3?Can NVIDIA H100 SXM5 80GB run Deepseek AI Deepseek V3?

Compatibility FAQ

Can NVIDIA L4 run Deepseek AI Deepseek V3?

NVIDIA L4 can run Deepseek AI Deepseek V3 at Q4 with an estimated 91 tok/s.

How much VRAM is needed for Deepseek AI Deepseek V3 on NVIDIA L4?

Q4 inference is estimated to need about 2GB VRAM on this page, while NVIDIA L4 has 24GB available.

What if NVIDIA L4 is not enough for Deepseek AI Deepseek V3?

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