Can I Run Mistral Small 3.1 on Apple M4?

Superseded model. Mistral Small 3.1 has been superseded by Mistral Small 3.2. This page is kept for reference; the newer family is a better starting point. View Mistral Small 3.2 →

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

Yes, comfortably — you'll have ~17.8 GB of headroom running Mistral Small 3.1 24B at Q4_K_M (14.2 GB, ~4 tok/s (est.)) with room for up to 64K context.

See what else this hardware can run →

购买此硬件 Apple Mac mini M4 (16GB) — 32 GB VRAM · 22 W board power立即云端部署 RunPod 上的 RTX 4090 — 低至 $0.34/小时 · 价格核实于 2026-07

或在 Vast.ai 比较，低至 $0.35/小时 (typical low · varies)

作为亚马逊联盟成员，我们从符合条件的购买中获得收入。云 GPU 链接为推荐链接——我们可能获得佣金，您无需额外付费。

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Apple Mac mini M4 (16GB)
32 GB VRAM · 22 W board power
2026年价格波动较大——请以当前商品页价格为准。
在亚马逊查看价格

Apple M4 Specs

VRAM32 GB unified memory
Memory Bandwidth120 GB/s

Mistral Small 3.1 24B on the Apple M4: VRAM by quantization

QuantVRAM neededFits 32 GB?Max contextWhole PC
F1648.7 GB✗ No——
Q8_026.5 GB✓ Yes32KBuild for this
Q6_K20.8 GB✓ Yes64K—
Q5_K_M18.2 GB✓ Yes64K—
Q4_K_M15.7 GB✓ Yes64KBuild for this
Q3_K_M11.5 GB✓ Yes64K—
Q2_K9.2 GB✓ Yes64K—

Assumes a 4K-token context with an f16 KV cache. A longer window needs more; a quantized KV cache needs less. “Max context” is the largest window that still fits in 32 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 M4: 8K 16.4 GB · 32K 20.4 GB · 125K 36 GB ✗. Past 125K it no longer fits 32 GB — a q8_0 KV cache buys roughly half of that back, which the calculator will price for you.

No compatible GPU? Mistral Small 3.1 24B on 16 GB of system RAM, CPU only: runs, but it is tight.

Mistral Small 3.1 Sizes That Fit the Apple M4

Mistral Small 3.1 24BQ4_K_M · 14.2 GB · ~4 tok/s (est.)
Buy vs. rent Mistral Small 3.1
Buy the GPU
~$999
Apple M4 · 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.

Affiliate links — we may earn a commission if you sign up, at no extra cost to you.

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

Mistral Small 3.1 on the Apple M4 — does it fit?

Yes, comfortably — you'll have ~17.8 GB of headroom running Mistral Small 3.1 24B at Q4_K_M (14.2 GB, ~4 tok/s (est.)) with room for up to 64K context.

Which Mistral Small 3.1 variant fits best on the Apple M4?

Mistral Small 3.1 24B at Q4_K_M quantization (14.2 GB), estimated ~4 tokens/sec, up to 64K context.

Mistral Small 3.1 on Other GPUs

Popular Models on the Apple M4

VRAM Tier

Troubleshooting

Buying Guide

← Can I Run It? | Mistral Small 3.1 Model Page | Apple M4 GPU Page | Check Your Hardware