NVIDIA H100 SXM5 80GB~482 tok/s (Q4)

Qwen/Qwen2.5-7B-Instruct speed on NVIDIA H100 SXM5 80GB

Quantization-specific throughput and VRAM requirements for Qwen/Qwen2.5-7B-Instruct running on NVIDIA H100 SXM5 80GB.

Speed Snapshot

Topline estimate from compatibility data

ModelQwen/Qwen2.5-7B-Instruct

GPUNVIDIA H100 SXM5 80GB

Q4 speed482 tok/s

Q4 VRAM required4GB

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	4GB	80GB	482 tok/s	✅ Fits
Q8	8GB	80GB	331 tok/s	✅ Fits
FP16	16GB	80GB	199 tok/s	✅ Fits