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Can NVIDIA L40 run Black Forest Labs Flux 1 Dev?

Black Forest Labs Flux 1 Dev speed on NVIDIA L40 and quantization-level VRAM fit.

Runs Q448GB VRAM availableRequires 4GB+

NVIDIA L40 meets the minimum VRAM requirement for Q4 inference of Black Forest Labs Flux 1 Dev. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.

Buy options for NVIDIA L40Best GPU guidesCompare prebuilt systems
Short answer: NVIDIA L40 can run Black Forest Labs Flux 1 Dev at Q4 with an estimated 166 tok/s.
Estimated speed
166 tok/s
VRAM needed
4GB
VRAM headroom
+44GB

What this means for you

NVIDIA L40 can run Black Forest Labs Flux 1 Dev with Q4 quantization. At approximately 166 tokens/second, you can expect Excellent speed - conversational response times under 1 second.

You have 44GB headroom, which is sufficient for system overhead and smooth operation.

Quantization breakdown

QuantizationVRAM neededVRAM availableEstimated speedVerdict
Q44GB48GB165.64 tok/s✅ Fits comfortably
Q87GB48GB115.95 tok/s✅ Fits comfortably
FP1614GB48GB62.94 tok/s✅ Fits comfortably

Suitable alternatives

AMD Instinct MI300X
192GB
763.26 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Black Forest Labs Flux 1 Dev on AMD Instinct MI300X
NVIDIA H200 SXM 141GB
141GB
689.26 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Black Forest Labs Flux 1 Dev 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 Black Forest Labs Flux 1 Dev on NVIDIA H100 SXM5 80GB
AMD Instinct MI250X
128GB
477.56 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Black Forest Labs Flux 1 Dev on AMD Instinct MI250X
NVIDIA H100 PCIe 80GB
80GB
314.26 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Black Forest Labs Flux 1 Dev on NVIDIA H100 PCIe 80GB

Compare purchase paths

Direct GPU buy options

Check current pricing links for NVIDIA L40 and similar cards.

Open NVIDIA L40 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

Rent cloud GPUs by the hour — no upfront hardware cost.

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

NVIDIA L40 buy options & pricingFull guide for Black Forest Labs Flux 1 DevBest GPU guides for this modelCompare prebuilt local AI systemsBrowse all model + GPU compatibility checksBlack Forest Labs Flux 1 Dev Q4 requirementsBlack Forest Labs Flux 1 Dev Q4_K_M requirementsCan AMD Instinct MI300X run Black Forest Labs Flux 1 Dev?Can NVIDIA H200 SXM 141GB run Black Forest Labs Flux 1 Dev?Can NVIDIA H100 SXM5 80GB run Black Forest Labs Flux 1 Dev?

Compatibility FAQ

Can NVIDIA L40 run Black Forest Labs Flux 1 Dev?

NVIDIA L40 can run Black Forest Labs Flux 1 Dev at Q4 with an estimated 166 tok/s.

How much VRAM is needed for Black Forest Labs Flux 1 Dev on NVIDIA L40?

Q4 inference is estimated to need about 4GB VRAM on this page, while NVIDIA L40 has 48GB available.

What if NVIDIA L40 is not enough for Black Forest Labs Flux 1 Dev?

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