TokenAssemble

Can a Mac mini M4 24GB run gemma-4-26B-A4B-it?

No. gemma-4-26B-A4B-it needs 19.0GB at MXFP4_MOE 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 · gemma-4-26B-A4B-it · MXFP4_MOE

Won't fit

betaHybrid attention — KV computed as full-cache upper bound
weights 16.6 GBKV cache 2.01 GBoverhead 0.44 GBpool 17.5 GBneeds 19.0 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 × gemma-4-26B-A4B-it, llama.cpp, 8K context.

QuantFile sizeFitSpeed tier
Q8_026.9 GBWon't fit
UD-Q5_K_M21.1 GBWon't fit
UD-Q4_K_M16.9 GBWon't fit
MXFP4_MOE16.6 GBWon't fit

gemma-4-26B-A4B-it 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.