Can I Run Devstral-2 on Intel Arc B580?

Written by Jakub Rusinowski · Last updated April 5, 2026

No — Devstral-2 doesn't fit the Intel Arc B580's 12 GB; you're short by ~3.1 GB even at Q2_K. The cheapest card that runs it is the NVIDIA GeForce RTX 5080 (16 GB).

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Intel Arc B580 Specs

VRAM12 GB
Memory Bandwidth456 GB/s

Devstral-2 22B on the Intel Arc B580: VRAM by quantization

QuantVRAM neededFits 12 GB?Max context
F1651.8 GB✗ No
Q8_031.2 GB✗ No
Q6_K25.9 GB✗ No
Q5_K_M23.4 GB✗ No
Q4_K_M21.1 GB✗ No
Q3_K_M17.2 GB✗ No
Q2_K15.1 GB✗ No

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.

Why It Does Not Fit

Every Devstral-2 variant requires more VRAM than the Intel Arc B580 provides (12 GB).

Nearest GPU That Fits

NVIDIA GeForce RTX 5080 (16 GB VRAM).

NVIDIA GeForce RTX 5080 16GB
Launch MSRP: $999
2026 prices are volatile — check the current listing.
Check price on Amazon
Won't fit — rent Devstral-2 instead

Devstral-2 needs ~13 GB but this GPU has 12 GB. Rent a RTX 4090 (24 GB)-class GPU by the hour instead of buying one:

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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

Can I run Devstral-2 on the Intel Arc B580?

No — Devstral-2 doesn't fit the Intel Arc B580's 12 GB; you're short by ~3.1 GB even at Q2_K. The cheapest card that runs it is the NVIDIA GeForce RTX 5080 (16 GB).

What's the cheapest GPU that runs Devstral-2?

The NVIDIA GeForce RTX 5080 (16 GB VRAM) is the cheapest upgrade that fits it.

Devstral-2 on Other GPUs

Popular Models on the Intel Arc B580

VRAM Tier

Troubleshooting

Buying Guide

← Can I Run It? | Devstral-2 Model Page | Intel Arc B580 GPU Page | Check Your Hardware