Can I Run Gemma 4 on Intel Arc B580?

Name: LLM Configurator — GPU VRAM Checker
Author: LLM Configurator

Written by Jakub Rusinowski · Last updated June 3, 2026

Yes, comfortably — you'll have ~2 GB of headroom running Gemma 4 12B (Unified) at Q4_K_M (10 GB, ~46 tok/s (est.)) with room for up to 4K context.

Affiliate disclosure: Some links on this page are affiliate links — if you buy through them, LLM Configurator may earn a commission at no extra cost to you. As an Amazon Associate, LLM Configurator earns from qualifying purchases.

Check price on Amazon — Intel Arc B580 12GB

Intel Arc B580 Specs

VRAM	12 GB
Memory Bandwidth	456 GB/s

Gemma 4 12B (Unified) on the Intel Arc B580: VRAM by quantization

Quant	VRAM needed	Fits 12 GB?	Max context
F16	28.6 GB	✗ No	—
Q8_0	17.4 GB	✗ No	—
Q6_K	14.5 GB	✗ No	—
Q5_K_M	13.1 GB	✗ No	—
Q4_K_M	11.9 GB	✓ Yes	4K
Q3_K_M	9.8 GB	✓ Yes	4K
Q2_K	8.6 GB	✓ Yes	4K

VRAM needed assumes a 4K-token context with an f16 KV cache; “Max context” is the largest window that still fits in 12 GB. Figures are estimates from parameter count, quantization and memory bandwidth — the analyzer lets you tune KV-cache quant and context.

Gemma 4 Sizes That Fit the Intel Arc B580

Gemma 4 12B (Unified)	Q4_K_M · 10 GB · ~46 tok/s (est.)
Gemma 4 E4B	Q4 (QAT) · 5.5 GB · ~83 tok/s (est.)
Gemma 4 E2B	Q4 (QAT) · 5 GB · ~91 tok/s (est.)

Buy vs. rent Gemma 4

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