Can I Run Mistral Family on Apple M1?

Superseded model. Mistral Family has been superseded by Mistral Small 4. This page is kept for reference; the newer family is a better starting point. View Mistral Small 4 →

Written by Jakub Rusinowski · Last updated July 12, 2026

Yes, comfortably — you'll have ~8.8 GB of headroom running Mistral NeMo 12B at Q4_K_M (7.245 GB, ~5 tok/s (est.)) with room for up to 32K context.

Buy This HardwareApple Mac mini M1 (16GB) — 16 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 Mac mini M1 (16GB)
16 GB VRAM · 20 W board power
2026 prices are volatile — check the current listing.
Check price on Amazon

Apple M1 Specs

VRAM16 GB unified memory
Memory Bandwidth68 GB/s

Mistral NeMo 12B on the Apple M1: VRAM by quantization

QuantVRAM neededFits 16 GB?Max context
F1625.5 GB✗ No—
Q8_014.2 GB✓ Yes8K
Q6_K11.3 GB✓ Yes16K
Q5_K_M10 GB✓ Yes32K
Q4_K_M8.7 GB✓ Yes32K
Q3_K_M6.6 GB✓ Yes32K
Q2_K5.4 GB✓ Yes64K

VRAM needed assumes a 4K-token context with an f16 KV cache; “Max context” is the largest window that still fits in 16 GB of unified memory. Figures are estimates from parameter count, quantization and memory bandwidth — the analyzer lets you tune KV-cache quant and context.

Mistral Family Sizes That Fit the Apple M1

Mistral NeMo 12BQ4_K_M · 7.245 GB · ~5 tok/s (est.)
Buy vs. rent Mistral Family
Buy the GPU
~$999
Apple M1 · MSRP
Rent by the hour
from $0.34/hr
RTX 4090 (24 GB) class

At 2 hrs/day, buying (~$999) beats renting at $0.34/hr after about 4.1 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

Is the Apple M1 enough to run Mistral Family locally?

Yes, comfortably — you'll have ~8.8 GB of headroom running Mistral NeMo 12B at Q4_K_M (7.245 GB, ~5 tok/s (est.)) with room for up to 32K context.

What's the best Mistral Family size for the Apple M1?

Mistral NeMo 12B at Q4_K_M quantization (7.245 GB), estimated ~5 tokens/sec, up to 32K context.

Mistral Family on Other GPUs

Popular Models on the Apple M1

VRAM Tier

Troubleshooting

Buying Guide

← Can I Run It? | Mistral Family Model Page | Apple M1 GPU Page | Check Your Hardware