Can I Run GLM-5.3-Flash on NVIDIA A100 80GB?

Written by Jakub Rusinowski · Last updated September 11, 2026

No — GLM-5.3-Flash doesn't fit the NVIDIA A100 80GB's 80 GB; you're short by ~28 GB even at Q2_K. The cheapest card that runs it is the Apple M3 Ultra (512 GB).

Buy This HardwareApple Mac Studio M3 Ultra — 512 GB VRAM · 60 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)

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NVIDIA A100 80GB Specs

VRAM80 GB
Memory Bandwidth1935 GB/s

GLM-5.3-Flash 320B-A18B on the NVIDIA A100 80GB: VRAM by quantization

QuantVRAM neededFits 80 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✗ No

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.

Why It Does Not Fit

Every GLM-5.3-Flash variant requires more VRAM than the NVIDIA A100 80GB provides (80 GB).

Nearest GPU That Fits

Apple M3 Ultra (512 GB VRAM).

Apple Mac Studio M3 Ultra
512 GB VRAM · 60 W board power
2026 prices are volatile — check the current listing.
Check price on Amazon
Won't fit — rent GLM-5.3-Flash instead

GLM-5.3-Flash needs ~193 GB but this GPU has 80 GB. Rent a 8× H100 (640 GB)-class GPU by the hour instead of buying one:

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RunPod $23.12/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

Will GLM-5.3-Flash run on the NVIDIA A100 80GB?

No — GLM-5.3-Flash doesn't fit the NVIDIA A100 80GB's 80 GB; you're short by ~28 GB even at Q2_K. The cheapest card that runs it is the Apple M3 Ultra (512 GB).

What GPU should I get instead to run 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 A100 80GB

VRAM Tier

Troubleshooting

Buying Guide

← Can I Run It? | GLM-5.3-Flash Model Page | NVIDIA A100 80GB GPU Page | Check Your Hardware