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Can RTX 5080 run Rinna Japanese Gpt Neox Small?

Rinna Japanese Gpt Neox Small speed on RTX 5080 and quantization-level VRAM fit.

Runs Q416GB VRAM availableRequires 1GB+

RTX 5080 meets the minimum VRAM requirement for Q4 inference of Rinna Japanese Gpt Neox Small. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.

Buy options for RTX 5080Best GPU guidesCompare prebuilt systems
Short answer: RTX 5080 can run Rinna Japanese Gpt Neox Small at Q4 with an estimated 190 tok/s.
Estimated speed
190 tok/s
VRAM needed
1GB
VRAM headroom
+15GB

What this means for you

RTX 5080 can run Rinna Japanese Gpt Neox Small with Q4 quantization. At approximately 190 tokens/second, you can expect Excellent speed - conversational response times under 1 second.

You have 15GB headroom, which is sufficient for system overhead and smooth operation.

Quantization breakdown

QuantizationVRAM neededVRAM availableEstimated speedVerdict
Q41GB16GB189.72 tok/s✅ Fits comfortably
Q82GB16GB132.81 tok/s✅ Fits comfortably
FP164GB16GB72.09 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 Rinna Japanese Gpt Neox Small on AMD Instinct MI300X
NVIDIA H200 SXM 141GB
141GB
827.12 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Rinna Japanese Gpt Neox Small 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 Rinna Japanese Gpt Neox Small on NVIDIA H100 SXM5 80GB
AMD Instinct MI250X
128GB
573.07 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Rinna Japanese Gpt Neox Small on AMD Instinct MI250X
NVIDIA H100 PCIe 80GB
80GB
377.12 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Rinna Japanese Gpt Neox Small on NVIDIA H100 PCIe 80GB

Compare purchase paths

Direct GPU buy options

Check current pricing links for RTX 5080 and similar cards.

Open RTX 5080 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

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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

RTX 5080 buy options & pricingFull guide for Rinna Japanese Gpt Neox SmallBest GPU guides for this modelCompare prebuilt local AI systemsBrowse all model + GPU compatibility checksRinna Japanese Gpt Neox Small Q4 requirementsRinna Japanese Gpt Neox Small Q4_K_M requirementsCan AMD Instinct MI300X run Rinna Japanese Gpt Neox Small?Can NVIDIA H200 SXM 141GB run Rinna Japanese Gpt Neox Small?Can NVIDIA H100 SXM5 80GB run Rinna Japanese Gpt Neox Small?

Compatibility FAQ

Can RTX 5080 run Rinna Japanese Gpt Neox Small?

RTX 5080 can run Rinna Japanese Gpt Neox Small at Q4 with an estimated 190 tok/s.

How much VRAM is needed for Rinna Japanese Gpt Neox Small on RTX 5080?

Q4 inference is estimated to need about 1GB VRAM on this page, while RTX 5080 has 16GB available.

What if RTX 5080 is not enough for Rinna Japanese Gpt Neox Small?

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