Can I Run Devstral on Apple M3?

作者: Jakub Rusinowski · 最后更新: 2026年9月11日

Yes, but it's tight — Devstral Small 2505 24B at Q4_K_M needs 16.6 GB at 8K context (14.5 GB weights + 2.1 GB KV cache/overhead), leaving ~1.4 GB of the Apple M3's 18 GB usable memory, at ~4 tok/s (est.), with room for up to 16K context.

See what else this hardware can run →

购买此硬件 Apple MacBook Air M3 — 24 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)

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Apple MacBook Air M3
24 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 M3 Specs

VRAM24 GB unified memory
Memory Bandwidth100 GB/s

Devstral Small 2505 24B on the Apple M3: VRAM by quantization

QuantVRAM neededFits 24 GB?Max contextWhole PC
F1650.1 GB✗ No——
Q8_027.6 GB✗ No——
Q6_K21.8 GB✗ No——
Q5_K_M19.2 GB✗ No——
Q4_K_M16.6 GB✓ Yes16K—
Q3_K_M12.4 GB✓ Yes32K—
Q2_K10 GB✓ Yes32K—

Assumes an 8K-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 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.

Context costs VRAM too. At Q4_K_M on the Apple M3: 8K 16.6 GB · 32K 20.7 GB ✗ · 128K 36.8 GB ✗. Past 32K it no longer fits 24 GB — a q8_0 KV cache buys roughly half of that back, which the calculator will price for you.

No compatible GPU? Devstral Small 2505 24B on 16 GB of system RAM, CPU only: runs, but it is tight.

Devstral Sizes That Fit the Apple M3 (at 8K context)

Devstral Small 2505 24BQ4_K_M · 16.6 GB at 8K context · ~4 tok/s (est.)
Devstral Small 2 24BQ4_K_M · 16.6 GB at 8K context · ~4 tok/s (est.)
Won't fit — rent Devstral instead

Devstral needs ~17 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

Can I run Devstral on the Apple M3?

Yes, but it's tight — Devstral Small 2505 24B at Q4_K_M needs 16.6 GB at 8K context (14.5 GB weights + 2.1 GB KV cache/overhead), leaving ~1.4 GB of the Apple M3's 18 GB usable memory, at ~4 tok/s (est.), with room for up to 16K context.

What's the best Devstral size for the Apple M3?

Devstral Small 2505 24B at Q4_K_M quantization needs 16.6 GB at 8K context (14.5 GB weights + 2.1 GB KV cache/overhead), estimated ~4 tokens/sec, up to 16K context.

Every Devstral size on the Apple M3

SizeVRAM at 8KVerdictSpeed
Devstral-2 123B77.9 GBDoes not fit—
Devstral Small 2505 24B16.6 GBRuns~4 tok/s
Devstral Small 2 24B16.6 GBRuns~4 tok/s

Devstral on Other GPUs

VRAM Tier

Troubleshooting

Buying Guide

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