NVIDIA H100 SXM5 80GB~99 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 speed99 tok/s

Q4 VRAM required35GB

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	35GB	80GB	99 tok/s	✅ Fits
Q8	70GB	80GB	73 tok/s	✅ Fits
FP16	141GB	80GB	37 tok/s	❌ Not recommended