Can I Run DeepSeek V4 on NVIDIA H100 80GB?

Written by Jakub Rusinowski · Last updated July 21, 2026

No — DeepSeek V4 doesn't fit the NVIDIA H100 80GB's 80 GB; you're short by ~14.5 GB even at Q2_K. The cheapest card that runs it is the Apple M2 Ultra (192 GB).

Buy This HardwareApple Mac Studio M2 Ultra — 192 GB VRAM · 60 W board powerDeploy in the Cloud NowNVIDIA H100 80GB on RunPod — from $2.89/hr · rate checked 2026-07

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NVIDIA H100 80GB Specs

VRAM80 GB
Memory Bandwidth2000 GB/s

DeepSeek V4-Flash on the NVIDIA H100 80GB: VRAM by quantization

QuantVRAM neededFits 80 GB?Max context
F16569.1 GB✗ No
Q8_0302.8 GB✗ No
Q6_K234 GB✗ No
Q5_K_M202.4 GB✗ No
Q4_K_M172.6 GB✗ No
Q3_K_M122.1 GB✗ No
Q2_K94.5 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 DeepSeek V4 variant requires more VRAM than the NVIDIA H100 80GB provides (80 GB).

Nearest GPU That Fits

Apple M2 Ultra (192 GB VRAM).

Apple Mac Studio M2 Ultra
192 GB VRAM · 60 W board power
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Won't fit — rent DeepSeek V4 instead

DeepSeek V4 needs ~171 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

Does the NVIDIA H100 80GB have enough VRAM for DeepSeek V4?

No — DeepSeek V4 doesn't fit the NVIDIA H100 80GB's 80 GB; you're short by ~14.5 GB even at Q2_K. The cheapest card that runs it is the Apple M2 Ultra (192 GB).

Which GPU can actually run DeepSeek V4?

The Apple M2 Ultra (192 GB VRAM) is the cheapest upgrade that fits it.

DeepSeek V4 on Other GPUs

Popular Models on the NVIDIA H100 80GB

VRAM Tier

Troubleshooting

Buying Guide

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