NVIDIA H100 SXM5 80GB~499 tok/s (Q4)

lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-4bit speed on NVIDIA H100 SXM5 80GB

Quantization-specific throughput and VRAM requirements for lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-4bit running on NVIDIA H100 SXM5 80GB.

Speed Snapshot

Topline estimate from compatibility data

Modellmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-4bit

GPUNVIDIA H100 SXM5 80GB

Q4 speed499 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	499 tok/s	✅ Fits
Q8	9GB	80GB	363 tok/s	✅ Fits
FP16	17GB	80GB	201 tok/s	✅ Fits