NVIDIA H100 PCIe 80GB~310 tok/s (Q4)

Qwen/Qwen2.5-0.5B-Instruct speed on NVIDIA H100 PCIe 80GB

Quantization-specific throughput and VRAM requirements for Qwen/Qwen2.5-0.5B-Instruct running on NVIDIA H100 PCIe 80GB.

Speed Snapshot

Topline estimate from compatibility data

ModelQwen/Qwen2.5-0.5B-Instruct

GPUNVIDIA H100 PCIe 80GB

Q4 speed310 tok/s

Q4 VRAM required3GB

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	3GB	80GB	310 tok/s	✅ Fits
Q8	5GB	80GB	221 tok/s	✅ Fits
FP16	11GB	80GB	130 tok/s	✅ Fits