Can I Run Phi-4 Family on Intel Arc B570?

Autor: Jakub Rusinowski · Ostatnia aktualizacja: 12 lipca 2026

Only with offload — Phi-4 Family spills onto CPU/system RAM on the Intel Arc B570 (10 GB), so expect a large speed penalty.

Buy This HardwareIntel Arc B570 10GB — 10 GB VRAM · 150 W board powerDeploy in the Cloud NowRTX 4090 on RunPod — from $0.34/hr · rate checked 2026-07

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

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Intel Arc B570 Specs

VRAM10 GB
Memory Bandwidth380 GB/s

Phi-4 (14B) on the Intel Arc B570: VRAM by quantization

QuantVRAM neededFits 10 GB?Max context
F1629.6 GB✗ No
Q8_016.5 GB✗ No
Q6_K13.1 GB✗ No
Q5_K_M11.6 GB✗ No
Q4_K_M10.1 GB✗ No
Q3_K_M7.6 GB✓ Yes8K
Q2_K6.2 GB✓ Yes16K

VRAM needed assumes a 4K-token context with an f16 KV cache; “Max context” is the largest window that still fits in 10 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 Phi-4 Family variant requires more VRAM than the Intel Arc B570 provides (10 GB).

Nearest GPU That Fits

NVIDIA GeForce RTX 5070 (12 GB VRAM).

NVIDIA GeForce RTX 5070 12GB
12 GB VRAM · 250 W board power
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Won't fit — rent Phi-4 Family instead

Phi-4 Family needs ~8 GB but this GPU has 10 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

Is the Intel Arc B570 enough to run Phi-4 Family locally?

Only with offload — Phi-4 Family spills onto CPU/system RAM on the Intel Arc B570 (10 GB), so expect a large speed penalty.

What's the cheapest GPU that runs Phi-4 Family?

The NVIDIA GeForce RTX 5070 (12 GB VRAM) is the cheapest upgrade that fits it.

Phi-4 Family on Other GPUs

Popular Models on the Intel Arc B570

VRAM Tier

Troubleshooting

Buying Guide

← Can I Run It? | Phi-4 Family Model Page | Intel Arc B570 GPU Page | Check Your Hardware