NVIDIA L40S~61 tok/s (Q4)

Qwen/QwQ-32B-Preview speed on NVIDIA L40S

Quantization-specific throughput and VRAM requirements for Qwen/QwQ-32B-Preview running on NVIDIA L40S.

Speed Snapshot

Topline estimate from compatibility data

ModelQwen/QwQ-32B-Preview

GPUNVIDIA L40S

Q4 speed61 tok/s

Q4 VRAM required17GB

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	17GB	48GB	61 tok/s	✅ Fits
Q8	34GB	48GB	38 tok/s	✅ Fits
FP16	67GB	48GB	22 tok/s	❌ Not recommended