NVIDIA H100 PCIe 80GB~400 tok/s (Q4)

meta-llama/Llama-3.2-1B-Instruct speed on NVIDIA H100 PCIe 80GB

Quantization-specific throughput and VRAM requirements for meta-llama/Llama-3.2-1B-Instruct running on NVIDIA H100 PCIe 80GB.

Speed Snapshot

Topline estimate from compatibility data

Modelmeta-llama/Llama-3.2-1B-Instruct

GPUNVIDIA H100 PCIe 80GB

Q4 speed400 tok/s

Q4 VRAM required1GB

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	1GB	80GB	400 tok/s	✅ Fits
Q8	1GB	80GB	261 tok/s	✅ Fits
FP16	2GB	80GB	148 tok/s	✅ Fits