NVIDIA RTX 6000 Ada~229 tok/s (Q4)

unsloth/Llama-3.2-1B-Instruct speed on NVIDIA RTX 6000 Ada

Quantization-specific throughput and VRAM requirements for unsloth/Llama-3.2-1B-Instruct running on NVIDIA RTX 6000 Ada.

Speed Snapshot

Topline estimate from compatibility data

Modelunsloth/Llama-3.2-1B-Instruct

GPUNVIDIA RTX 6000 Ada

Q4 speed229 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	48GB	229 tok/s	✅ Fits
Q8	1GB	48GB	144 tok/s	✅ Fits
FP16	2GB	48GB	82 tok/s	✅ Fits