Can I Run OLMo 2 on AMD Radeon RX 7900 XT?

Autor: Jakub Rusinowski · Ostatnia aktualizacja: 12 lipca 2026

Yes, comfortably — you'll have ~11.7 GB of headroom running OLMo 2 13B Instruct at Q4_K_M (8.271374999999999 GB, ~39 tok/s (est.)) with room for up to 4K context.

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or compare on Vast.ai from $0.35/hr (typical low · varies)

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AMD Radeon RX 7900 XT 20GB
20 GB VRAM · 315 W board power
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AMD Radeon RX 7900 XT Specs

VRAM20 GB
Memory Bandwidth800 GB/s

OLMo 2 13B Instruct on the AMD Radeon RX 7900 XT: VRAM by quantization

QuantVRAM neededFits 20 GB?Max context
F1631.6 GB✗ No
Q8_018.7 GB✓ Yes4K
Q6_K15.4 GB✓ Yes4K
Q5_K_M13.9 GB✓ Yes4K
Q4_K_M12.4 GB✓ Yes4K
Q3_K_M10 GB✓ Yes4K
Q2_K8.7 GB✓ Yes4K

VRAM needed assumes a 4K-token context with an f16 KV cache; “Max context” is the largest window that still fits in 20 GB. Figures are estimates from parameter count, quantization and memory bandwidth — the analyzer lets you tune KV-cache quant and context.

OLMo 2 Sizes That Fit the AMD Radeon RX 7900 XT

OLMo 2 13B InstructQ4_K_M · 8.271374999999999 GB · ~39 tok/s (est.)
OLMo 2 7B InstructQ4_K_M · 4.407375 GB · ~62 tok/s (est.)
Buy vs. rent OLMo 2
Buy the GPU
~$899
AMD Radeon RX 7900 XT · MSRP
Rent by the hour
from $0.34/hr
RTX 4090 (24 GB) class

At 2 hrs/day, buying (~$899) beats renting at $0.34/hr after about 3.7 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.

FAQ

OLMo 2 on the AMD Radeon RX 7900 XT — does it fit?

Yes, comfortably — you'll have ~11.7 GB of headroom running OLMo 2 13B Instruct at Q4_K_M (8.271374999999999 GB, ~39 tok/s (est.)) with room for up to 4K context.

Which OLMo 2 variant fits best on the AMD Radeon RX 7900 XT?

OLMo 2 13B Instruct at Q4_K_M quantization (8.271374999999999 GB), estimated ~39 tokens/sec, up to 4K context.

Every OLMo 2 size on the AMD Radeon RX 7900 XT

SizeVRAMVerdictSpeed
OLMo 2 13B Instruct8.3 GBRuns~39 tok/s
OLMo 2 7B Instruct4.4 GBRuns~62 tok/s

OLMo 2 on Other GPUs

Popular Models on the AMD Radeon RX 7900 XT

VRAM Tier

Troubleshooting

Buying Guide

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