Can I Run Llama 4 on NVIDIA RTX 6000 Ada Generation?

作者: Jakub Rusinowski · 最后更新: 2026年7月21日

No — Llama 4 doesn't fit the NVIDIA RTX 6000 Ada Generation's 48 GB. The cheapest card that runs it is the NVIDIA A100 80GB (80 GB).

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NVIDIA RTX 6000 Ada Generation Specs

VRAM48 GB
Memory Bandwidth960 GB/s

Llama 4 Scout 17B on the NVIDIA RTX 6000 Ada Generation: VRAM by quantization

QuantVRAM neededFits 48 GB?Max context
F16219.6 GB✗ No
Q8_0117.4 GB✗ No
Q6_K91 GB✗ No
Q5_K_M78.9 GB✗ No
Q4_K_M67.4 GB✗ No
Q3_K_M48.1 GB✗ No
Q2_K37.4 GB✓ Yes32K

VRAM needed assumes a 4K-token context with an f16 KV cache; “Max context” is the largest window that still fits in 48 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 Llama 4 variant requires more VRAM than the NVIDIA RTX 6000 Ada Generation provides (48 GB).

Nearest GPU That Fits

NVIDIA A100 80GB (80 GB VRAM).

NVIDIA A100 80GB PCIe
80 GB VRAM · 300 W board power
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Won't fit — rent Llama 4 instead

Llama 4 needs ~66 GB but this GPU has 48 GB. Rent a A100 (80 GB)-class GPU by the hour instead of buying one:

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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

Is the NVIDIA RTX 6000 Ada Generation enough to run Llama 4 locally?

No — Llama 4 doesn't fit the NVIDIA RTX 6000 Ada Generation's 48 GB. The cheapest card that runs it is the NVIDIA A100 80GB (80 GB).

What's the cheapest GPU that runs Llama 4?

The NVIDIA A100 80GB (80 GB VRAM) is the cheapest upgrade that fits it.

Every Llama 4 size on the NVIDIA RTX 6000 Ada Generation

SizeVRAMVerdictSpeed
Llama 4 Maverick 17B241.5 GBDoes not fit
Llama 4 Scout 17B65.8 GBRuns at Q2_K

Llama 4 on Other GPUs

Popular Models on the NVIDIA RTX 6000 Ada Generation

VRAM Tier

Troubleshooting

Buying Guide

← Can I Run It? | Llama 4 Model Page | NVIDIA RTX 6000 Ada Generation GPU Page | Check Your Hardware