Can a Mac mini M4 24GB run Qwen3-32B?
No. Qwen3-32B needs 22.4GB at Q4_K_M with llama.cpp and 8K context; the Mac mini M4 24GB has 24GB of unified memory (~75% GPU-addressable) (17.5GB usable) — it does not fit, even with CPU offload.
Mac mini M4 24GB · Qwen3-32B · Q4_K_M
❌ Won't fit
weights 19.8 GBKV cache 2.15 GBoverhead 0.52 GBpool 17.5 GBneeds 22.4 GB — over the pool
assumes llama.cpp · batch 1 · 8K context · fp16 KV cache
No quant of this model fits cleanly on this hardware with llama-cpp at this context — a smaller model or more memory is the real fix.
$999 MSRP · as of 2026-07-11
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Every quant, graded
Mac mini M4 24GB × Qwen3-32B, llama.cpp, 8K context.
| Quant | File size | Fit | Speed tier |
|---|---|---|---|
| Q8_0 | 34.8 GB | Won't fit | |
| Q6_K | 26.9 GB | Won't fit | |
| Q5_K_M | 23.2 GB | Won't fit | |
| Q4_K_M | 19.8 GB | Won't fit |
Qwen3-32B on similar hardware
More models on the Mac mini M4 24GB
Verdict computed from published specs and measured GGUF file sizes — see how the math works.