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Can the Apple M3 Max 36GB run Gemma 3 12B?
Yes โ here's how fast and up to what context, with real measured numbers.
Gemma 3 12B on the Apple M3 Max 36GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 42k | 8.5-10.3 t/s | ~0.3-0.3 (slow) |
| Q8 | yes | 115k | 17-20.5 t/s | ~0.6-0.7 (slow) |
| Q4 | yes | 148k | 30.4-36.6 t/s | ~1-1.2 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.
FAQ
Can the Apple M3 Max 36GB run Gemma 3 12B?โถ
Yes. At Q4 it generates ~30.4-36.6 tok/s and fits up to 148k context; beyond that it spills to SSD swap and slows to ~1-1.2 tok/s.
How much context fits?โถ
At Q4, up to about 148k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.