NVIDIA H100 PCIe 80GB~336 tok/s (Q4)

petals-team/StableBeluga2 speed on NVIDIA H100 PCIe 80GB

Quantization-specific throughput and VRAM requirements for petals-team/StableBeluga2 running on NVIDIA H100 PCIe 80GB.

Speed Snapshot

Topline estimate from compatibility data

Modelpetals-team/StableBeluga2

GPUNVIDIA H100 PCIe 80GB

Q4 speed336 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	336 tok/s	✅ Fits
Q8	7GB	80GB	220 tok/s	✅ Fits
FP16	15GB	80GB	124 tok/s	✅ Fits