RTX 4090~218 tok/s (Q4)

unsloth/Llama-3.2-1B-Instruct speed on RTX 4090

Quantization-specific throughput and VRAM requirements for unsloth/Llama-3.2-1B-Instruct running on RTX 4090.

Speed Snapshot

Topline estimate from compatibility data

Modelunsloth/Llama-3.2-1B-Instruct

GPURTX 4090

Q4 speed218 tok/s

Q4 VRAM required1GB

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	1GB	24GB	218 tok/s	✅ Fits
Q8	1GB	24GB	159 tok/s	✅ Fits
FP16	2GB	24GB	78 tok/s	✅ Fits