Can I Run Qwen 2.5 14B Instruct on Intel Arc B580?

Autor: Jakub Rusinowski · Ostatnia aktualizacja: 15 sierpnia 2026

Yes. Qwen 2.5 14B Instruct needs 8.5 GB at Q4_K_M and the Intel Arc B580 has 12 GB, leaving about 3.5 GB of headroom, at roughly 26 tok/s (estimated) with room for up to 8K of context.

The numbers

ModelQwen 2.5 14B Instruct
Parameters14B
QuantizationQ4_K_M
VRAM needed8.5 GB
Intel Arc B580 VRAM12 GB
VerdictRuns
Max context8K
Estimated speed~26 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 Qwen 2.5 14B Instruct on this card:

Intel Arc B580 12GB
12 GB VRAM · 190 W board power
Ceny w 2026 są niestabilne — sprawdź aktualną ofertę.
Sprawdź cenę na Amazon

Buy vs. rent Qwen 2.5 14B Instruct
Buy the GPU
~$249
Intel Arc B580 · MSRP
Rent by the hour
from $0.34/hr
RTX 4090 (24 GB) class

At 2 hrs/day, buying (~$249) beats renting at $0.34/hr after about 12 months.

Affiliate links — we may earn a commission if you sign up, at no extra cost to you.

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 Qwen 2.5 Family sizes on the Intel Arc B580

Qwen 2.5 14B Instruct on nearby hardware

All Qwen 2.5 Family sizes on the Intel Arc B580 | VRAM calculator for Qwen 2.5 14B Instruct | Intel Arc B580 GPU page | Check your hardware