Can I Run Granite 4.1 8B on Apple M5 Pro?

Written by Jakub Rusinowski · Last updated July 12, 2026

Yes. Granite 4.1 8B needs 6.8 GB at 8K context (4.8 GB weights + 2 GB KV cache/overhead) at Q4_K_M and the Apple M5 Pro has 48 GB usable, leaving about 41.2 GB of headroom, at roughly 28 tok/s (estimated) with room for up to 128K of context.

See what else this hardware can run →

The numbers

ModelGranite 4.1 8B
Parameters8B
QuantizationQ4_K_M
VRAM needed (8K context)6.8 GB
Apple M5 Pro usable memory48 GB
VerdictRuns
Max context128K
Estimated speed~28 tok/s

Granite 4.1 8B on the Apple M5 Pro: VRAM by quantization

QuantVRAM neededFits 64 GB?Max contextWhole PC
F1617.9 GB✓ Yes128K—
Q8_010.4 GB✓ Yes128K—
Q6_K8.5 GB✓ Yes128K—
Q5_K_M7.6 GB✓ Yes128K—
Q4_K_M6.8 GB✓ Yes128K—
Q3_K_M5.4 GB✓ Yes128K—
Q2_K4.6 GB✓ Yes128K—

Assumes an 8K-token context with an f16 KV cache, on an estimated architecture — this model publishes no config we can read. A longer window needs more; a quantized KV cache needs less. “Max context” is the largest window that still fits in 64 GB of unified memory. Figures are estimates from parameter count, quantization and memory bandwidth — the analyzer lets you tune KV-cache quant and context.

Context costs VRAM too. At Q4_K_M on the Apple M5 Pro: 8K 6.8 GB · 32K 10.2 GB · 128K 23.9 GB. Every window this model publishes still fits 64 GB.

What to do next

Nothing to change — run it at Q4_K_M. If you want more capability, check whether the next size up also fits.

No compatible GPU? Granite 4.1 8B on 16 GB of system RAM, CPU only: runs.

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Running Granite 4.1 8B on this card:

Apple MacBook Pro M5 Pro
48 GB unified memory · 307 GB/s
2026 prices are volatile — check the current listing.
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Won't fit — rent Granite 4.1 8B instead

Granite 4.1 8B needs ~7 GB but this GPU has 64 GB. Rent a RTX 4090 (24 GB)-class GPU by the hour instead of buying one:

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RunPod $0.34/hr
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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.

Other IBM Granite 4.1 sizes on the Apple M5 Pro

Granite 4.1 8B on nearby hardware

All IBM Granite 4.1 sizes on the Apple M5 Pro | Granite 4.1 8B model page | Apple M5 Pro GPU page | VRAM calculator | Check your hardware