Can I run this LLM?
Can a MacBook Air/Pro M5 (32GB) run Gemma 4 31B?
Gemma · Apache 2.0 · estimated for a 32.0 GB machine at 4K context.
Yes, but it's tight.
Best fit: Gemma 4 31B at Q2_K · 11.8 GB · 8–11 tok/s on a MacBook Air/Pro M5 (32GB).
Every quantization on this machine
| Quant | Size | Speed | Fit |
|---|---|---|---|
| Q2_K | 11.8 GB | 8–11 tok/s | Tight / slow |
| Q3_K_M | 14.7 GB | 6–9 tok/s | Tight / slow |
| Q4_K_M | 18.3 GB | 5–8 tok/s | Tight / slow |
| Q5_K_M | 21.7 GB | 4–7 tok/s | Won't fit |
| Q6_K | 25.2 GB | 4–6 tok/s | Won't fit |
| Q8_0 | 32.6 GB | 3–4 tok/s | Won't fit |
| FP16 | 61.4 GB | 2–2 tok/s | Won't fit |
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