Can I Run Llama 3.2 90B Vision Instruct on NVIDIA RTX PRO 6000 Blackwell?

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

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 NVIDIA RTX PRO 6000 Blackwell has 96 GB, leaving about 42.4 GB of headroom, at roughly 26 tok/s (estimated) with room for up to 64K of context.

The numbers

Model	Llama 3.2 90B Vision Instruct
Parameters	90B
Quantization	Q4_K_M
VRAM needed	53.6 GB
NVIDIA RTX PRO 6000 Blackwell VRAM	96 GB
Verdict	Runs
Max context	64K
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 Llama 3.2 90B Vision Instruct on this card:

NVIDIA RTX PRO 6000 Blackwell 96GB

96 GB VRAM · 600 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

~$8,565

NVIDIA RTX PRO 6000 Blackwell · MSRP

Rent by the hour

from $0.77/hr

A100 (80 GB) class

At 2 hrs/day, buying (~$8,565) beats renting at $0.77/hr after about 15.4 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 NVIDIA RTX PRO 6000 Blackwell

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 H100 80GB (80 GB) — runs
Apple M4 Max (128 GB) — runs

All Llama 3.2 Family sizes on the NVIDIA RTX PRO 6000 Blackwell | VRAM calculator for Llama 3.2 90B Vision Instruct | NVIDIA RTX PRO 6000 Blackwell GPU page | Check your hardware