Can I run this LLM?
Can a MacBook Pro M1 Pro (32GB) run Gemma 4 12B?
Gemma · Apache 2.0 · estimated for a 32.0 GB machine at 4K context.
Yes — it runs great.
Best fit: Gemma 4 12B at Q6_K · 9.8 GB · 12–18 tok/s on a MacBook Pro M1 Pro (32GB).
Every quantization on this machine
| Quant | Size | Speed | Fit |
|---|---|---|---|
| Q3_K_M | 5.7 GB | 20–29 tok/s | Runs great |
| Q4_K_M | 7.1 GB | 16–24 tok/s | Runs great |
| Q5_K_M | 8.4 GB | 14–21 tok/s | Runs great |
| Q6_K | 9.8 GB | 12–18 tok/s | Runs great |
| Q8_0 | 12.7 GB | 10–15 tok/s | Tight / slow |
| FP16 | 23.8 GB | 5–8 tok/s | Won't fit |
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