RTX 4090~212 tok/s (Q4)

meta-llama/Llama-3.2-3B speed on RTX 4090

Quantization-specific throughput and VRAM requirements for meta-llama/Llama-3.2-3B running on RTX 4090.

Speed Snapshot

Topline estimate from compatibility data

Modelmeta-llama/Llama-3.2-3B

GPURTX 4090

Q4 speed212 tok/s

Q4 VRAM required2GB

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	2GB	24GB	212 tok/s	✅ Fits
Q8	3GB	24GB	145 tok/s	✅ Fits
FP16	6GB	24GB	85 tok/s	✅ Fits