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Can RTX 4070 run Nari Labs Dia2 2B?

Nari Labs Dia2 2B speed on RTX 4070 and quantization-level VRAM fit.

Runs Q412GB VRAM availableRequires 1GB+

RTX 4070 meets the minimum VRAM requirement for Q4 inference of Nari Labs Dia2 2B. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.

Buy options for RTX 4070Best GPU guidesCompare prebuilt systems
Short answer: RTX 4070 can run Nari Labs Dia2 2B at Q4 with an estimated 100 tok/s.
Estimated speed
100 tok/s
VRAM needed
1GB
VRAM headroom
+11GB

What this means for you

RTX 4070 can run Nari Labs Dia2 2B with Q4 quantization. At approximately 100 tokens/second, you can expect Excellent speed - conversational response times under 1 second.

You have 11GB headroom, which is sufficient for system overhead and smooth operation.

Quantization breakdown

QuantizationVRAM neededVRAM availableEstimated speedVerdict
Q41GB12GB100.41 tok/s✅ Fits comfortably
Q82GB12GB70.28 tok/s✅ Fits comfortably
FP164GB12GB38.15 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 Nari Labs Dia2 2B on AMD Instinct MI300X
NVIDIA H200 SXM 141GB
141GB
827.12 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Nari Labs Dia2 2B 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 Nari Labs Dia2 2B on NVIDIA H100 SXM5 80GB
AMD Instinct MI250X
128GB
573.07 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Nari Labs Dia2 2B on AMD Instinct MI250X
NVIDIA H100 PCIe 80GB
80GB
377.12 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Nari Labs Dia2 2B on NVIDIA H100 PCIe 80GB

Compare purchase paths

Direct GPU buy options

Check current pricing links for RTX 4070 and similar cards.

Open RTX 4070 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

RTX 4070 buy options & pricingFull guide for Nari Labs Dia2 2BBest GPU guides for this modelCompare prebuilt local AI systemsBrowse all model + GPU compatibility checksNari Labs Dia2 2B Q4 requirementsNari Labs Dia2 2B Q4_K_M requirementsCan AMD Instinct MI300X run Nari Labs Dia2 2B?Can NVIDIA H200 SXM 141GB run Nari Labs Dia2 2B?Can NVIDIA H100 SXM5 80GB run Nari Labs Dia2 2B?

Compatibility FAQ

Can RTX 4070 run Nari Labs Dia2 2B?

RTX 4070 can run Nari Labs Dia2 2B at Q4 with an estimated 100 tok/s.

How much VRAM is needed for Nari Labs Dia2 2B on RTX 4070?

Q4 inference is estimated to need about 1GB VRAM on this page, while RTX 4070 has 12GB available.

What if RTX 4070 is not enough for Nari Labs Dia2 2B?

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