Can I Run OLMo 2 13B Instruct on AMD Radeon RX 9070?

作者: Jakub Rusinowski · 最后更新: 2026年9月19日

Yes. OLMo 2 13B Instruct needs 8.3 GB at Q4_K_M and the AMD Radeon RX 9070 has 16 GB, leaving about 7.7 GB of headroom, at roughly 34 tok/s (estimated) with room for up to 4K of context.

See what else this hardware can run →

The numbers

ModelOLMo 2 13B Instruct
Parameters13B
QuantizationQ4_K_M
VRAM needed8.3 GB
AMD Radeon RX 9070 VRAM16 GB
VerdictRuns
Max context4K
Estimated speed~34 tok/s

OLMo 2 13B Instruct on the AMD Radeon RX 9070: VRAM by quantization

QuantVRAM neededFits 16 GB?Max contextWhole PC
F1631.6 GB✗ No——
Q8_018.7 GB✗ No——
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—

Assumes a 4K-token context with an f16 KV cache. A longer window needs more; a quantized KV cache needs less. “Max context” is the largest window that still fits in 16 GB. Figures are estimates from parameter count, quantization and memory bandwidth — the analyzer lets you tune KV-cache quant and context.

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.

No compatible GPU? OLMo 2 13B Instruct on 24 GB of system RAM, CPU only: runs.

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Running OLMo 2 13B Instruct on this card:

AMD Radeon RX 9070 16GB
16 GB VRAM · 220 W board power
2026年价格波动较大——请以当前商品页价格为准。
在亚马逊查看价格

Buy vs. rent OLMo 2 13B Instruct
Buy the GPU
~$549
AMD Radeon RX 9070 · MSRP
Rent by the hour
from $0.34/hr
RTX 4090 (24 GB) class

At 2 hrs/day, buying (~$549) beats renting at $0.34/hr after about 2.2 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 AMD Radeon RX 9070

OLMo 2 13B Instruct on nearby hardware

All OLMo 2 sizes on the AMD Radeon RX 9070 | OLMo 2 13B Instruct model page | AMD Radeon RX 9070 GPU page | Check your hardware