Home / Models / OLMo 2 13B Instruct / NVIDIA RTX 4070 12 GB

Calculated memory fit · not a benchmark

Can OLMo 2 13B Instruct run on NVIDIA RTX 4070 12 GB?

Yes. Calculated memory fit: OLMo 2 13B Instruct can run entirely in this GPU’s usable VRAM at one or more supported quantizations.

Can it run?

Can it run?
Yes, full GPU fit (calculated estimate).
Full GPU fit?
Yes
Model
OLMo 2 13B Instruct · 14B
GPU
NVIDIA RTX 4070 12 GB · 12 GB advertised

Memory calculation

Breakdown for Q4 at 4K context, batch size 1. Calculator v1.0.0.

Model weights8.0 GB
KV cache3.1 GB
Runtime reserve0.9 GB
Safety margin0.5 GB
Required (estimated)12.6 GB
GPU usable VRAM10.8 GB

Result: CPU RAM OFFLOAD REQUIRED

Quantization table

Quantization2K4K
BF16OffloadOffload
FP16OffloadOffload
Q3FitsLimited context
Q4OffloadOffload
Q5OffloadOffload
Q6OffloadOffload
Q8OffloadOffload

What fits entirely in VRAM?

What requires RAM offload?

Offload is shown only when the model does not fully fit in usable VRAM but stays within the modeled offload allowance.

Available graphics cards

These SKUs use this GPU chip. Amazon CTAs appear only for EXACT/HIGH matches. Absence of a price does not change the compatibility result above.

Check price on Amazon

GIGABYTE

GIGABYTE GV-N4070WF3OC-12GD graphics card NVIDIA GeForce RTX 4070 12 GB GDDR6X

12 GB · Amazon EXACT

$799.99

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ASUS

ASUS Dual -RTX4070-O12G NVIDIA GeForce RTX 4070 12 GB GDDR6X

12 GB · Amazon EXACT

$699.22

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GIGABYTE

GIGABYTE GAMING GV-N4070GAMING OC-12GD graphics card NVIDIA GeForce RTX 4070 12 GB GDDR6X

12 GB · Amazon EXACT

$669.22

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GIGABYTE

GIGABYTE EAGLE GV-N4070EAGLE OC-12GD graphics card NVIDIA GeForce RTX 4070 12 GB GDDR6X

12 GB · Amazon EXACT

$1150.00

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MSI

MSI VENTUS GEFORCE RTX 4070 3X 12G graphics card NVIDIA 12 GB GDDR6X

12 GB · Amazon EXACT

$599.99

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MSI

MSI VENTUS GEFORCE RTX 4070 3X E 12G OC graphics card NVIDIA 12 GB GDDR6X

12 GB · Amazon EXACT

$1727.53

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MSI

MSI VENTUS GEFORCE RTX 4070 3X 12G OC graphics card NVIDIA 12 GB GDDR6X

12 GB · Amazon EXACT

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MSI

MSI GAMING GEFORCE RTX 4070 X SLIM 12G graphics card NVIDIA 12 GB GDDR6X

12 GB · Amazon EXACT

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GIGABYTE

GIGABYTE AERO GV-N4070AERO OC-12GD graphics card NVIDIA GeForce RTX 4070 12 GB GDDR6X

12 GB · Amazon EXACT

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MSI

MSI VENTUS GeForce RTX 4070 2X Grafikk NVIDIA 12 GB GDDR6X

12 GB · Amazon unmatched

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ASUS

ASUS TUF Gaming TUF-RTX4070-O12G-GAMING NVIDIA GeForce RTX 4070 12 GB GDDR6X

12 GB · Amazon unmatched

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MSI

MSI VENTUS GeForce RTX 4070 2X E 12G OC NVIDIA 12 GB GDDR6X

12 GB · Amazon unmatched

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ASUS

ASUS Dual -RTX4070-O12G-WHITE NVIDIA GeForce RTX 4070 12 GB GDDR6X

12 GB · Amazon unmatched

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ASUS

ASUS ProArt-RTX4070-O12G NVIDIA GeForce RTX 4070 12 GB GDDR6X

12 GB · Amazon unmatched

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ASUS

ASUS Dual -RTX4070-O12G-EVO NVIDIA GeForce RTX 4070 12 GB GDDR6X

12 GB · Amazon unmatched

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GIGABYTE

GIGABYTE AORUS GeForce RTX 4070 MASTER 12G NVIDIA 12 GB GDDR6X

12 GB · Amazon unmatched

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Sources

Model: official config allenai/OLMo-2-1124-13B-Instruct (main). GPU/product specs: Icecat. Compatibility: RigForAI calculator v1.0.0 estimated VRAM · Q8 at 4K: CPU_RAM_OFFLOAD_REQUIRED. Amazon: affiliate commerce match, not a spec source.