Can I Run IBM Granite 4.0 on Apple M2?

作者: Jakub Rusinowski · 最后更新: 2026年8月15日

Only with offload — IBM Granite 4.0 spills onto CPU/system RAM on the Apple M2 (24 GB), so expect a large speed penalty.

Buy This HardwareApple Mac mini M2 — 24 GB VRAM · 20 W board powerDeploy in the Cloud NowRTX 4090 on RunPod — from $0.34/hr · rate checked 2026-07

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

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Apple M2 Specs

VRAM24 GB unified memory
Memory Bandwidth100 GB/s

Granite 4.0 Small-H 32B-A9B on the Apple M2: VRAM by quantization

QuantVRAM neededFits 24 GB?Max context
F1665.7 GB✗ No
Q8_035.7 GB✗ No
Q6_K28 GB✗ No
Q5_K_M24.4 GB✗ No
Q4_K_M21 GB✓ Yes16K
Q3_K_M15.4 GB✓ Yes32K
Q2_K12.2 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.

Why It Does Not Fit

Every IBM Granite 4.0 variant requires more VRAM than the Apple M2 provides (24 GB).

Nearest GPU That Fits

NVIDIA GeForce RTX 5090 (32 GB VRAM).

NVIDIA GeForce RTX 5090 32GB
32 GB VRAM · 575 W board power
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Won't fit — rent IBM Granite 4.0 instead

IBM Granite 4.0 needs ~19 GB but this GPU has 24 GB. Rent a RTX 4090 (24 GB)-class GPU by the hour instead of buying one:

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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

IBM Granite 4.0 on the Apple M2 — does it fit?

Only with offload — IBM Granite 4.0 spills onto CPU/system RAM on the Apple M2 (24 GB), so expect a large speed penalty.

What GPU should I get instead to run IBM Granite 4.0?

The NVIDIA GeForce RTX 5090 (32 GB VRAM) is the cheapest upgrade that fits it.

IBM Granite 4.0 on Other GPUs

VRAM Tier

Troubleshooting

Buying Guide

← Can I Run It? | IBM Granite 4.0 Model Page | Apple M2 GPU Page | Check Your Hardware