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Can NVIDIA L4 run NVIDIA NVIDIA Nemotron Nano 9B V2?

NVIDIA NVIDIA Nemotron Nano 9B V2 speed on NVIDIA L4 and quantization-level VRAM fit.

Runs Q424GB VRAM availableRequires 5GB+

NVIDIA L4 meets the minimum VRAM requirement for Q4 inference of NVIDIA NVIDIA Nemotron Nano 9B V2. 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 NVIDIA NVIDIA Nemotron Nano 9B V2 at Q4 with an estimated 45 tok/s.
Estimated speed
45 tok/s
VRAM needed
5GB
VRAM headroom
+19GB

What this means for you

NVIDIA L4 can run NVIDIA NVIDIA Nemotron Nano 9B V2 with Q4 quantization. At approximately 45 tokens/second, you can expect Moderate speed - useful for batch processing.

You have 19GB headroom, which is sufficient for system overhead and smooth operation.

Quantization breakdown

QuantizationVRAM neededVRAM availableEstimated speedVerdict
Q45GB24GB45.43 tok/s✅ Fits comfortably
Q89GB24GB31.80 tok/s✅ Fits comfortably
FP1618GB24GB17.26 tok/s✅ Fits comfortably

Suitable alternatives

AMD Instinct MI300X
192GB
572.44 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check NVIDIA NVIDIA Nemotron Nano 9B V2 on AMD Instinct MI300X
NVIDIA H200 SXM 141GB
141GB
516.95 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check NVIDIA NVIDIA Nemotron Nano 9B V2 on NVIDIA H200 SXM 141GB
NVIDIA H100 SXM5 80GB
80GB
371.30 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check NVIDIA NVIDIA Nemotron Nano 9B V2 on NVIDIA H100 SXM5 80GB
AMD Instinct MI250X
128GB
358.17 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check NVIDIA NVIDIA Nemotron Nano 9B V2 on AMD Instinct MI250X
NVIDIA H100 PCIe 80GB
80GB
235.70 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check NVIDIA NVIDIA Nemotron Nano 9B V2 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 NVIDIA NVIDIA Nemotron Nano 9B V2Best GPU guides for this modelCompare prebuilt local AI systemsBrowse all model + GPU compatibility checksNVIDIA NVIDIA Nemotron Nano 9B V2 Q4 requirementsNVIDIA NVIDIA Nemotron Nano 9B V2 Q4_K_M requirementsCan AMD Instinct MI300X run NVIDIA NVIDIA Nemotron Nano 9B V2?Can NVIDIA H200 SXM 141GB run NVIDIA NVIDIA Nemotron Nano 9B V2?Can NVIDIA H100 SXM5 80GB run NVIDIA NVIDIA Nemotron Nano 9B V2?

Compatibility FAQ

Can NVIDIA L4 run NVIDIA NVIDIA Nemotron Nano 9B V2?

NVIDIA L4 can run NVIDIA NVIDIA Nemotron Nano 9B V2 at Q4 with an estimated 45 tok/s.

How much VRAM is needed for NVIDIA NVIDIA Nemotron Nano 9B V2 on NVIDIA L4?

Q4 inference is estimated to need about 5GB VRAM on this page, while NVIDIA L4 has 24GB available.

What if NVIDIA L4 is not enough for NVIDIA NVIDIA Nemotron Nano 9B V2?

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