Can I Run Codestral on Apple M4?

Superseded model. Codestral has been superseded by Devstral. This page is kept for reference; the newer family is a better starting point. View Devstral →

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

Yes, comfortably — you'll have ~18.6 GB of headroom running Codestral 22B at Q4_K_M (13.4 GB, ~5 tok/s (est.)) with room for up to 32K 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

Codestral 22B on the Apple M4: VRAM by quantization

QuantVRAM neededFits 32 GB?Max contextWhole PC
F1646.1 GB✗ No——
Q8_025.3 GB✓ Yes32K—
Q6_K19.9 GB✓ Yes32K—
Q5_K_M17.5 GB✓ Yes32K—
Q4_K_M15.1 GB✓ Yes32K—
Q3_K_M11.2 GB✓ Yes32K—
Q2_K9 GB✓ Yes32K—

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 16.1 GB · 32K 21.7 GB. Every window this model publishes still fits 32 GB.

No compatible GPU? Codestral 22B on 16 GB of system RAM, CPU only: runs, but it is tight.

Codestral Sizes That Fit the Apple M4

Codestral 22BQ4_K_M · 13.4 GB · ~5 tok/s (est.)
Buy vs. rent Codestral
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.

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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

Codestral on the Apple M4 — does it fit?

Yes, comfortably — you'll have ~18.6 GB of headroom running Codestral 22B at Q4_K_M (13.4 GB, ~5 tok/s (est.)) with room for up to 32K context.

Which Codestral variant fits best on the Apple M4?

Codestral 22B at Q4_K_M quantization (13.4 GB), estimated ~5 tokens/sec, up to 32K context.

Codestral on Other GPUs

Popular Models on the Apple M4

VRAM Tier

Troubleshooting

Buying Guide

← Can I Run It? | Codestral Model Page | Apple M4 GPU Page | Check Your Hardware