NVIDIA H100 SXM5 80GB~594 tok/s (Q4)

Trl Internal Testing Tiny Llamaforcausallm 3.2 speed on NVIDIA H100 SXM5 80GB

Quantization-specific throughput and VRAM requirements for Trl Internal Testing Tiny Llamaforcausallm 3.2 running on NVIDIA H100 SXM5 80GB.

Speed Snapshot

Topline estimate from compatibility data

ModelTrl Internal Testing Tiny Llamaforcausallm 3.2

GPUNVIDIA H100 SXM5 80GB

Q4 speed594 tok/s

Q4 VRAM required2GB

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	2GB	80GB	594 tok/s	✅ Fits
Q8	3GB	80GB	416 tok/s	✅ Fits
FP16	6GB	80GB	226 tok/s	✅ Fits