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Can NVIDIA L4 run Moonshotai Kimi K2 5?

Moonshotai Kimi K2 5 speed on NVIDIA L4 and quantization-level VRAM fit.

Runs Q424GB VRAM availableRequires 1GB+

NVIDIA L4 meets the minimum VRAM requirement for Q4 inference of Moonshotai Kimi K2 5. 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 Moonshotai Kimi K2 5 at Q4 with an estimated 73 tok/s.
Estimated speed
73 tok/s
VRAM needed
1GB
VRAM headroom
+23GB

What this means for you

NVIDIA L4 can run Moonshotai Kimi K2 5 with Q4 quantization. At approximately 73 tokens/second, you can expect Good speed - acceptable for interactive use.

You have 23GB headroom, which is sufficient for system overhead and smooth operation.

Quantization breakdown

QuantizationVRAM neededVRAM availableEstimated speedVerdict
Q41GB24GB72.68 tok/s✅ Fits comfortably
Q82GB24GB50.88 tok/s✅ Fits comfortably
FP164GB24GB27.62 tok/s✅ Fits comfortably

Suitable alternatives

AMD Instinct MI300X
192GB
915.91 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Moonshotai Kimi K2 5 on AMD Instinct MI300X
NVIDIA H200 SXM 141GB
141GB
827.12 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Moonshotai Kimi K2 5 on NVIDIA H200 SXM 141GB
NVIDIA H100 SXM5 80GB
80GB
594.08 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Moonshotai Kimi K2 5 on NVIDIA H100 SXM5 80GB
AMD Instinct MI250X
128GB
573.07 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Moonshotai Kimi K2 5 on AMD Instinct MI250X
NVIDIA H100 PCIe 80GB
80GB
377.12 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Moonshotai Kimi K2 5 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 Moonshotai Kimi K2 5Best GPU guides for this modelCompare prebuilt local AI systemsBrowse all model + GPU compatibility checksMoonshotai Kimi K2 5 Q4 requirementsMoonshotai Kimi K2 5 Q4_K_M requirementsCan AMD Instinct MI300X run Moonshotai Kimi K2 5?Can NVIDIA H200 SXM 141GB run Moonshotai Kimi K2 5?Can NVIDIA H100 SXM5 80GB run Moonshotai Kimi K2 5?

Compatibility FAQ

Can NVIDIA L4 run Moonshotai Kimi K2 5?

NVIDIA L4 can run Moonshotai Kimi K2 5 at Q4 with an estimated 73 tok/s.

How much VRAM is needed for Moonshotai Kimi K2 5 on NVIDIA L4?

Q4 inference is estimated to need about 1GB VRAM on this page, while NVIDIA L4 has 24GB available.

What if NVIDIA L4 is not enough for Moonshotai Kimi K2 5?

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