NVIDIA L4~59 tok/s (Q4)

Qwen/Qwen2.5-0.5B-Instruct speed on NVIDIA L4

Quantization-specific throughput and VRAM requirements for Qwen/Qwen2.5-0.5B-Instruct running on NVIDIA L4.

Speed Snapshot

Topline estimate from compatibility data

ModelQwen/Qwen2.5-0.5B-Instruct

GPUNVIDIA L4

Q4 speed59 tok/s

Q4 VRAM required3GB

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	3GB	24GB	59 tok/s	✅ Fits
Q8	5GB	24GB	42 tok/s	✅ Fits
FP16	11GB	24GB	24 tok/s	✅ Fits