Intel Arc Pro A40~48 tok/s (Q4)

microsoft/Phi-4-multimodal-instruct speed on Intel Arc Pro A40

Quantization-specific throughput and VRAM requirements for microsoft/Phi-4-multimodal-instruct running on Intel Arc Pro A40.

Speed Snapshot

Topline estimate from compatibility data

Modelmicrosoft/Phi-4-multimodal-instruct

GPUIntel Arc Pro A40

Q4 speed48 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	6GB	48 tok/s	✅ Fits
Q8	7GB	6GB	32 tok/s	❌ Not recommended
FP16	15GB	6GB	15 tok/s	❌ Not recommended