NVIDIA RTX 6000 Ada~183 tok/s (Q4)

microsoft/Phi-3.5-mini-instruct speed on NVIDIA RTX 6000 Ada

Quantization-specific throughput and VRAM requirements for microsoft/Phi-3.5-mini-instruct running on NVIDIA RTX 6000 Ada.

Speed Snapshot

Topline estimate from compatibility data

Modelmicrosoft/Phi-3.5-mini-instruct

GPUNVIDIA RTX 6000 Ada

Q4 speed183 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	48GB	183 tok/s	✅ Fits
Q8	4GB	48GB	114 tok/s	✅ Fits
FP16	8GB	48GB	64 tok/s	✅ Fits