Can I Run InternLM 3 on Apple M4 Pro?

作者: Jakub Rusinowski · 最后更新: 2026年7月12日

Yes, comfortably — you'll have ~11.9 GB of headroom running InternLM 3 20B Instruct at Q4_K_M (12.075 GB, ~11 tok/s (est.)) with room for up to 32K context.

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or compare on Vast.ai from $0.35/hr (typical low · varies)

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Apple Mac Mini M4 Pro
24 GB VRAM · 30 W board power
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Apple M4 Pro Specs

VRAM24 GB unified memory
Memory Bandwidth273 GB/s

InternLM 3 20B Instruct on the Apple M4 Pro: VRAM by quantization

QuantVRAM neededFits 24 GB?Max context
F1641.6 GB✗ No
Q8_022.8 GB✓ Yes8K
Q6_K18 GB✓ Yes32K
Q5_K_M15.8 GB✓ Yes32K
Q4_K_M13.7 GB✓ Yes32K
Q3_K_M10.1 GB✓ Yes32K
Q2_K8.2 GB✓ Yes32K

VRAM needed assumes a 4K-token context with an f16 KV cache; “Max context” is the largest window that still fits in 24 GB of unified memory. Figures are estimates from parameter count, quantization and memory bandwidth — the analyzer lets you tune KV-cache quant and context.

InternLM 3 Sizes That Fit the Apple M4 Pro

InternLM 3 20B InstructQ4_K_M · 12.075 GB · ~11 tok/s (est.)
InternLM 3 8B InstructQ4_K_M · 5.313000000000001 GB · ~25 tok/s (est.)
Buy vs. rent InternLM 3
Buy the GPU
~$1,999
Apple M4 Pro · MSRP
Rent by the hour
from $0.34/hr
RTX 4090 (24 GB) class

At 2 hrs/day, buying (~$1,999) beats renting at $0.34/hr after about 8.2 years.

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RunPod $0.34/hr
Rent on RunPod →
Vast.ai $0.35/hr · typical low · varies
Rent on Vast.ai →

Cloud rates verified 2026-07 — estimates, and marketplace prices vary. Buying price is GPU MSRP only, not a full PC.

FAQ

InternLM 3 on the Apple M4 Pro — does it fit?

Yes, comfortably — you'll have ~11.9 GB of headroom running InternLM 3 20B Instruct at Q4_K_M (12.075 GB, ~11 tok/s (est.)) with room for up to 32K context.

Which InternLM 3 variant fits best on the Apple M4 Pro?

InternLM 3 20B Instruct at Q4_K_M quantization (12.075 GB), estimated ~11 tokens/sec, up to 32K context.

Every InternLM 3 size on the Apple M4 Pro

SizeVRAMVerdictSpeed
InternLM 3 20B Instruct12.1 GBRuns~11 tok/s
InternLM 3 8B Instruct5.3 GBRuns~25 tok/s

InternLM 3 on Other GPUs

VRAM Tier

Troubleshooting

Buying Guide

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