RTX 5070 Ti~152 tok/s (Q4)

microsoft/Phi-4-multimodal-instruct speed on RTX 5070 Ti

Quantization-specific throughput and VRAM requirements for microsoft/Phi-4-multimodal-instruct running on RTX 5070 Ti.

Speed Snapshot

Topline estimate from compatibility data

Modelmicrosoft/Phi-4-multimodal-instruct

GPURTX 5070 Ti

Q4 speed152 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	16GB	152 tok/s	✅ Fits
Q8	7GB	16GB	102 tok/s	✅ Fits
FP16	15GB	16GB	57 tok/s	⚠️ Tight fit