Can I Run Llama 4 on NVIDIA DGX Spark?

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

Yes, comfortably — you'll have ~62.2 GB of headroom running Llama 4 Scout 17B at Q4_K_M (65.80875 GB, ~20 tok/s (est.)) with room for up to 256K context.

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NVIDIA DGX Spark (128GB)
128 GB VRAM · 150 W board power
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NVIDIA DGX Spark Specs

VRAM128 GB
Memory Bandwidth273 GB/s

Llama 4 Scout 17B on the NVIDIA DGX Spark: VRAM by quantization

QuantVRAM neededFits 128 GB?Max context
F16219.6 GB✗ No
Q8_0117.4 GB✓ Yes32K
Q6_K91 GB✓ Yes128K
Q5_K_M78.9 GB✓ Yes128K
Q4_K_M67.4 GB✓ Yes256K
Q3_K_M48.1 GB✓ Yes256K
Q2_K37.4 GB✓ Yes256K

VRAM needed assumes a 4K-token context with an f16 KV cache; “Max context” is the largest window that still fits in 128 GB. Figures are estimates from parameter count, quantization and memory bandwidth — the analyzer lets you tune KV-cache quant and context.

Llama 4 Sizes That Fit the NVIDIA DGX Spark

Llama 4 Scout 17BQ4_K_M · 65.80875 GB · ~20 tok/s (est.)
Buy vs. rent Llama 4
Buy the GPU
~$4,699
NVIDIA DGX Spark · MSRP
Rent by the hour
from $0.77/hr
A100 (80 GB) class

At 2 hrs/day, buying (~$4,699) beats renting at $0.77/hr after about 8.5 years.

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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

Is the NVIDIA DGX Spark enough to run Llama 4 locally?

Yes, comfortably — you'll have ~62.2 GB of headroom running Llama 4 Scout 17B at Q4_K_M (65.80875 GB, ~20 tok/s (est.)) with room for up to 256K context.

What's the best Llama 4 size for the NVIDIA DGX Spark?

Llama 4 Scout 17B at Q4_K_M quantization (65.80875 GB), estimated ~20 tokens/sec, up to 256K context.

Every Llama 4 size on the NVIDIA DGX Spark

SizeVRAMVerdictSpeed
Llama 4 Maverick 17B241.5 GBDoes not fit
Llama 4 Scout 17B65.8 GBRuns~20 tok/s

Llama 4 on Other GPUs

Popular Models on the NVIDIA DGX Spark

VRAM Tier

Troubleshooting

Buying Guide

← Can I Run It? | Llama 4 Model Page | NVIDIA DGX Spark GPU Page | Check Your Hardware