Can I Run GLM-5.3-Flash on NVIDIA DGX Spark?

Written by Jakub Rusinowski · Last updated September 11, 2026

No — GLM-5.3-Flash doesn't fit the NVIDIA DGX Spark's 128 GB. The cheapest card that runs it is the Apple M3 Ultra (512 GB).

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NVIDIA DGX Spark Specs

VRAM128 GB
Memory Bandwidth273 GB/s

GLM-5.3-Flash 320B-A18B on the NVIDIA DGX Spark: VRAM by quantization

QuantVRAM neededFits 128 GB?Max context
F16642.8 GB✗ No
Q8_0342.8 GB✗ No
Q6_K265.2 GB✗ No
Q5_K_M229.6 GB✗ No
Q4_K_M196 GB✗ No
Q3_K_M139.2 GB✗ No
Q2_K108 GB✓ Yes32K

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.

Why It Does Not Fit

Every GLM-5.3-Flash variant requires more VRAM than the NVIDIA DGX Spark provides (128 GB).

Nearest GPU That Fits

Apple M3 Ultra (512 GB VRAM).

Apple Mac Studio M3 Ultra
512 GB VRAM · 60 W board power
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Won't fit — rent GLM-5.3-Flash instead

GLM-5.3-Flash needs ~193 GB but this GPU has 128 GB. Rent a 8× H100 (640 GB)-class GPU by the hour instead of buying one:

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RunPod $23.12/hr
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Cloud rates verified 2026-07 — estimates, and marketplace prices vary. Buying price is GPU MSRP only, not a full PC.

FAQ

Can I run GLM-5.3-Flash on the NVIDIA DGX Spark?

No — GLM-5.3-Flash doesn't fit the NVIDIA DGX Spark's 128 GB. The cheapest card that runs it is the Apple M3 Ultra (512 GB).

What's the cheapest GPU that runs GLM-5.3-Flash?

The Apple M3 Ultra (512 GB VRAM) is the cheapest upgrade that fits it.

GLM-5.3-Flash on Other GPUs

Popular Models on the NVIDIA DGX Spark

VRAM Tier

Troubleshooting

Buying Guide

← Can I Run It? | GLM-5.3-Flash Model Page | NVIDIA DGX Spark GPU Page | Check Your Hardware