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Compatibility Report

Phi-4 Mini on Apple M4 Ultra (192GB)

Yes — M4 Ultra (192GB) runs Phi-4 Mini excellently at Q8_0 — 135 tok/s. 192 GB VRAM with plenty of headroom.

Model Size

3.82B

Device VRAM

192 GB

Bandwidth

819 GB/s

Quantization

Q8_0

Benchmarks

Performance by Quantization

OwnRig currently has one published compatibility entry for Phi-4 Mini on Apple M4 Ultra (192GB) at Q8_0. This is the best supported pairing we can stand behind today.

QuantizationSpeedTTFTFits in VRAMRatingConfidence
Q8_0135 tok/s33ms✓ YesExcellentestimated

Notes

Q8_0

M4 Ultra: ~1.5x M4 Max performance due to higher memory bandwidth and GPU cores.

About Phi-4 Mini

Phi-4 Mini (3.82B) is a chat, coding, ai coding, reasoning model. Microsoft's tiny powerhouse. Punches well above its weight at 3.8B parameters, competitive with many 7B models on reasoning and coding benchmarks. Extremely fast inference. Ideal as a draft model or for resource-constrained setups.

View all Phi-4 Mini hardware options →

About Apple M4 Ultra (192GB)

Apple M4 Ultra (192GB) has 192 GB at 819 GB/s. Available in Mac Studio, Mac Pro.

See all models Apple M4 Ultra (192GB) can run →

Estimate method: Estimated from M4 Max benchmarks scaled by memory bandwidth ratio (819/546 GB/s). Reference hardware source: github.com (2026-03-14)

Performance varies by driver version, inference engine, quantization method, context length, and system configuration. Figures shown are estimates based on community benchmarks and may not reflect your exact setup. Product names are trademarks of their respective owners. OwnRig is independent and not affiliated with any hardware or AI model provider.