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Can NVIDIA L4 run Allenai Olmo 2 0425 1B?

Allenai Olmo 2 0425 1B 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 Allenai Olmo 2 0425 1B. 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 Allenai Olmo 2 0425 1B 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 Allenai Olmo 2 0425 1B 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
Q81GB24GB50.88 tok/s✅ Fits comfortably
FP162GB24GB27.62 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 Allenai Olmo 2 0425 1B on AMD Instinct MI300X
NVIDIA H200 SXM 141GB
141GB
827.12 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Allenai Olmo 2 0425 1B 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 Allenai Olmo 2 0425 1B on NVIDIA H100 SXM5 80GB
AMD Instinct MI250X
128GB
573.07 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Allenai Olmo 2 0425 1B on AMD Instinct MI250X
NVIDIA H100 PCIe 80GB
80GB
377.12 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Allenai Olmo 2 0425 1B 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 Allenai Olmo 2 0425 1BBest GPU guides for this modelCompare prebuilt local AI systemsBrowse all model + GPU compatibility checksAllenai Olmo 2 0425 1B Q4 requirementsAllenai Olmo 2 0425 1B Q4_K_M requirementsCan AMD Instinct MI300X run Allenai Olmo 2 0425 1B?Can NVIDIA H200 SXM 141GB run Allenai Olmo 2 0425 1B?Can NVIDIA H100 SXM5 80GB run Allenai Olmo 2 0425 1B?

Compatibility FAQ

Can NVIDIA L4 run Allenai Olmo 2 0425 1B?

NVIDIA L4 can run Allenai Olmo 2 0425 1B at Q4 with an estimated 73 tok/s.

How much VRAM is needed for Allenai Olmo 2 0425 1B 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 Allenai Olmo 2 0425 1B?

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