Can I Run Llama 3.2 90B Vision Instruct on Apple M4 Max?

作者： Jakub Rusinowski · 最后更新： 2026年8月15日

Yes. Llama 3.2 90B Vision Instruct needs 53.6 GB at Q4_K_M and the Apple M4 Max has 128 GB, leaving about 74.4 GB of headroom, at roughly 5 tok/s (estimated) with room for up to 128K of context.

The numbers

Model	Llama 3.2 90B Vision Instruct
Parameters	90B
Quantization	Q4_K_M
VRAM needed	53.6 GB
Apple M4 Max VRAM	128 GB
Verdict	Runs
Max context	128K
Estimated speed	~5 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 Llama 3.2 90B Vision Instruct on this card:

Apple Mac Studio M4 Max

128 GB VRAM · 35 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 Llama 3.2 90B Vision Instruct

Buy the GPU

~$3,499

Apple M4 Max · MSRP

Rent by the hour

from $0.77/hr

A100 (80 GB) class

At 2 hrs/day, buying (~$3,499) beats renting at $0.77/hr after about 6.3 years.

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

Vast.ai $0.77/hr · typical low · varies

Rent on Vast.ai →

RunPod $1.39/hr

Rent on RunPod →

Cloud rates verified 2026-07 — estimates, and marketplace prices vary. Buying price is GPU MSRP only, not a full PC.

Other Llama 3.2 Family sizes on the Apple M4 Max

Llama 3.2 11B Vision Instruct — runs (6.4 GB)
Llama 3.2 3B Instruct — runs (1.9 GB)
Llama 3.2 1B Instruct — runs (0.7 GB)

Llama 3.2 90B Vision Instruct on nearby hardware

NVIDIA RTX PRO 6000 Blackwell (96 GB) — runs

All Llama 3.2 Family sizes on the Apple M4 Max | VRAM calculator for Llama 3.2 90B Vision Instruct | Apple M4 Max GPU page | Check your hardware