NVIDIA L4~56 tok/s (Q4)

meta-llama/Llama-3.1-8B speed on NVIDIA L4

Quantization-specific throughput and VRAM requirements for meta-llama/Llama-3.1-8B running on NVIDIA L4.

Speed Snapshot

Topline estimate from compatibility data

Modelmeta-llama/Llama-3.1-8B

GPUNVIDIA L4

Q4 speed56 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	24GB	56 tok/s	✅ Fits
Q8	9GB	24GB	44 tok/s	✅ Fits
FP16	17GB	24GB	24 tok/s	✅ Fits