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Can RTX 4090 run Eleutherai Gpt Neo 125M?

Eleutherai Gpt Neo 125M speed on RTX 4090 and quantization-level VRAM fit.

Runs Q424GB VRAM availableRequires 1GB+

RTX 4090 meets the minimum VRAM requirement for Q4 inference of Eleutherai Gpt Neo 125M. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.

Buy options for RTX 4090Best GPU guidesCompare prebuilt systems
Short answer: RTX 4090 can run Eleutherai Gpt Neo 125M at Q4 with an estimated 216 tok/s.
Estimated speed
216 tok/s
VRAM needed
1GB
VRAM headroom
+23GB

What this means for you

RTX 4090 can run Eleutherai Gpt Neo 125M with Q4 quantization. At approximately 216 tokens/second, you can expect Excellent speed - conversational response times under 1 second.

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

Quantization breakdown

QuantizationVRAM neededVRAM availableEstimated speedVerdict
Q41GB24GB216.00 tok/s✅ Fits comfortably
Q81GB24GB151.20 tok/s✅ Fits comfortably
FP161GB24GB82.08 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 Eleutherai Gpt Neo 125M on AMD Instinct MI300X
NVIDIA H200 SXM 141GB
141GB
827.12 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Eleutherai Gpt Neo 125M 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 Eleutherai Gpt Neo 125M on NVIDIA H100 SXM5 80GB
AMD Instinct MI250X
128GB
573.07 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Eleutherai Gpt Neo 125M on AMD Instinct MI250X
NVIDIA H100 PCIe 80GB
80GB
377.12 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Eleutherai Gpt Neo 125M on NVIDIA H100 PCIe 80GB

Compare purchase paths

Direct GPU buy options

Check current pricing links for RTX 4090 and similar cards.

Open RTX 4090 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

RTX 4090 buy options & pricingFull guide for Eleutherai Gpt Neo 125MBest GPU guides for this modelCompare prebuilt local AI systemsBrowse all model + GPU compatibility checksEleutherai Gpt Neo 125M Q4 requirementsEleutherai Gpt Neo 125M Q4_K_M requirementsCan AMD Instinct MI300X run Eleutherai Gpt Neo 125M?Can NVIDIA H200 SXM 141GB run Eleutherai Gpt Neo 125M?Can NVIDIA H100 SXM5 80GB run Eleutherai Gpt Neo 125M?

Compatibility FAQ

Can RTX 4090 run Eleutherai Gpt Neo 125M?

RTX 4090 can run Eleutherai Gpt Neo 125M at Q4 with an estimated 216 tok/s.

How much VRAM is needed for Eleutherai Gpt Neo 125M on RTX 4090?

Q4 inference is estimated to need about 1GB VRAM on this page, while RTX 4090 has 24GB available.

What if RTX 4090 is not enough for Eleutherai Gpt Neo 125M?

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