Can I Run / Gemma 4 31B (free) / on Apple M4 Pro (48GB)

Can I Run Gemma 4 31B (free) on a Apple M4 Pro (48GB)?

Yes

Runs at Q8_0 — near-lossless quality.

Model size
31.0B
GPU memory
48.0GB
Smallest quant
Q4_K_M
Best fit
Q8_0

4 quantizations fit your 48.0GB

QuantMin VRAMRecommendedFile sizeHeadroom
Q8_0BEST33.9 GB35.4 GB32.9 GB+14.1 GB
Q6_K26.5 GB28.0 GB25.5 GB+21.5 GB
Q5_K_M23.0 GB24.5 GB22.0 GB+25.0 GB
Q4_K_M19.8 GB21.3 GB18.8 GB+28.2 GB

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Full model details
Gemma 4 31B (free)

All quant variants, benchmark scores, and use-case tags.

Best models for this GPU
Apple M4 Pro (48GB)

Top-ranked open-source models that fit in 48.0GB.

FAQ

Can the Apple M4 Pro (48GB) run Gemma 4 31B (free)?

Yes. The Apple M4 Pro (48GB)'s 48.0GB of unified memory is enough to run Gemma 4 31B (free) at Q8_0 quantization (33.9GB required).

What's the best quantization to use?

Q8_0 is the highest-precision quantization that fits in your 48.0GB. It uses about 33.9GB of memory and 35.4GB recommended for comfortable inference.

What if I need more headroom for context length?

KV cache memory grows with context length. The numbers above assume a baseline 2K-4K context. For long-context use (32K+), add another 2-6GB depending on the model architecture.