NVIDIA H200 SXM 141GB~733 tok/s (Q4)

trl-internal-testing/tiny-LlamaForCausalLM-3.2 speed on NVIDIA H200 SXM 141GB

Quantization-specific throughput and VRAM requirements for trl-internal-testing/tiny-LlamaForCausalLM-3.2 running on NVIDIA H200 SXM 141GB.

Speed Snapshot

Topline estimate from compatibility data

Modeltrl-internal-testing/tiny-LlamaForCausalLM-3.2

GPUNVIDIA H200 SXM 141GB

Q4 speed733 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	141GB	733 tok/s	✅ Fits
Q8	7GB	141GB	503 tok/s	✅ Fits
FP16	15GB	141GB	273 tok/s	✅ Fits