NVIDIA H100 SXM5 80GB~106 tok/s (Q4)

Qwen/Qwen2.5-72B-Instruct speed on NVIDIA H100 SXM5 80GB

Quantization-specific throughput and VRAM requirements for Qwen/Qwen2.5-72B-Instruct running on NVIDIA H100 SXM5 80GB.

Speed Snapshot

Topline estimate from compatibility data

ModelQwen/Qwen2.5-72B-Instruct

GPUNVIDIA H100 SXM5 80GB

Q4 speed106 tok/s

Q4 VRAM required36GB

Data Source

Calculation and benchmark status

Speed values come from the compatibility dataset (`estimatedTokensPerSec`) and are sorted by quantization.

For full verdict logic and alternate GPUs, see the canonical compatibility page.

Quantization Speed Table

Quantization	VRAM needed	VRAM available	Speed	Verdict
Q4	36GB	80GB	106 tok/s	✅ Fits
Q8	71GB	80GB	68 tok/s	✅ Fits
FP16	142GB	80GB	41 tok/s	❌ Not recommended