Can I Run OLMo 2 7B Instruct on NVIDIA GeForce RTX 4080 Super?

Written by Jakub Rusinowski · Last updated August 15, 2026

Yes. OLMo 2 7B Instruct needs 4.4 GB at Q4_K_M and the NVIDIA GeForce RTX 4080 Super has 16 GB, leaving about 11.6 GB of headroom, at roughly 84 tok/s (estimated) with room for up to 16K of context.

The numbers

ModelOLMo 2 7B Instruct
Parameters7B
QuantizationQ4_K_M
VRAM needed4.4 GB
NVIDIA GeForce RTX 4080 Super VRAM16 GB
VerdictRuns
Max context16K
Estimated speed~84 tok/s

What to do next

Nothing to change — run it at Q4_K_M. If you want more capability, check whether the next size up also fits.

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Running OLMo 2 7B Instruct on this card:

NVIDIA GeForce RTX 4080 Super 16GB
16 GB VRAM · 320 W board power
2026 prices are volatile — check the current listing.
Check price on Amazon

Buy vs. rent OLMo 2 7B Instruct
Buy the GPU
~$999
NVIDIA GeForce RTX 4080 Super · MSRP
Rent by the hour
from $0.34/hr
RTX 4090 (24 GB) class

At 2 hrs/day, buying (~$999) beats renting at $0.34/hr after about 4.1 years.

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RunPod $0.34/hr
Rent on RunPod →
Vast.ai $0.35/hr · typical low · varies
Rent on Vast.ai →

Cloud rates verified 2026-07 — estimates, and marketplace prices vary. Buying price is GPU MSRP only, not a full PC.

Other OLMo 2 sizes on the NVIDIA GeForce RTX 4080 Super

OLMo 2 7B Instruct on nearby hardware

All OLMo 2 sizes on the NVIDIA GeForce RTX 4080 Super | VRAM calculator for OLMo 2 7B Instruct | NVIDIA GeForce RTX 4080 Super GPU page | Check your hardware