Can I Run Llama 3.2 Vision on NVIDIA A100 80GB?

Superseded model. Llama 3.2 Vision has been superseded by Llama 4. This page is kept for reference; the newer family is a better starting point. View Llama 4 →

Autor: Jakub Rusinowski · Ostatnia aktualizacja: 21 lipca 2026

Yes, comfortably — you'll have ~26.4 GB of headroom running Llama 3.2 Vision 90B at Q4_K_M (53.613 GB, ~21 tok/s (est.)) with room for up to 32K context.

Buy This HardwareNVIDIA A100 80GB PCIe — 80 GB VRAM · 300 W board powerDeploy in the Cloud NowNVIDIA A100 80GB on RunPod — from $1.39/hr · rate checked 2026-07

or compare on Vast.ai from $0.77/hr (typical low · varies)

As an Amazon Associate we earn from qualifying purchases. Cloud GPU links are referral links — we may earn a commission at no extra cost to you.

Ujawnienie afiliacyjne: Niektóre odnośniki na tej stronie to linki afiliacyjne — jeśli dokonasz zakupu za ich pośrednictwem, LLM Configurator może otrzymać prowizję bez dodatkowych kosztów dla Ciebie. Jako uczestnik programu Amazon Associates, LLM Configurator zarabia na kwalifikujących się zakupach.

NVIDIA A100 80GB PCIe
80 GB VRAM · 300 W board power
Ceny w 2026 są niestabilne — sprawdź aktualną ofertę.
Sprawdź cenę na Amazon

NVIDIA A100 80GB Specs

VRAM80 GB
Memory Bandwidth1935 GB/s

Llama 3.2 Vision 90B on the NVIDIA A100 80GB: VRAM by quantization

QuantVRAM neededFits 80 GB?Max context
F16180.1 GB✗ No
Q8_096.8 GB✗ No
Q6_K75.3 GB✓ Yes8K
Q5_K_M65.4 GB✓ Yes32K
Q4_K_M56.1 GB✓ Yes32K
Q3_K_M40.3 GB✓ Yes64K
Q2_K31.7 GB✓ Yes64K

VRAM needed assumes a 4K-token context with an f16 KV cache; “Max context” is the largest window that still fits in 80 GB. Figures are estimates from parameter count, quantization and memory bandwidth — the analyzer lets you tune KV-cache quant and context.

Llama 3.2 Vision Sizes That Fit the NVIDIA A100 80GB

Llama 3.2 Vision 90BQ4_K_M · 53.613 GB · ~21 tok/s (est.)
Llama 3.2 Vision 11BQ4_K_M · 6.39975 GB · ~123 tok/s (est.)
Buy vs. rent Llama 3.2 Vision
Buy the GPU
~$15,000
NVIDIA A100 80GB · MSRP
Rent by the hour
from $0.77/hr
A100 (80 GB) class

At 2 hrs/day, buying (~$15,000) beats renting at $0.77/hr after about 27.1 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.

FAQ

Can I run Llama 3.2 Vision on the NVIDIA A100 80GB?

Yes, comfortably — you'll have ~26.4 GB of headroom running Llama 3.2 Vision 90B at Q4_K_M (53.613 GB, ~21 tok/s (est.)) with room for up to 32K context.

What's the best Llama 3.2 Vision size for the NVIDIA A100 80GB?

Llama 3.2 Vision 90B at Q4_K_M quantization (53.613 GB), estimated ~21 tokens/sec, up to 32K context.

Every Llama 3.2 Vision size on the NVIDIA A100 80GB

SizeVRAMVerdictSpeed
Llama 3.2 Vision 90B53.6 GBRuns~21 tok/s
Llama 3.2 Vision 11B6.4 GBRuns~123 tok/s

Llama 3.2 Vision on Other GPUs

Popular Models on the NVIDIA A100 80GB

VRAM Tier

Troubleshooting

Buying Guide

← Can I Run It? | Llama 3.2 Vision Model Page | NVIDIA A100 80GB GPU Page | Check Your Hardware