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Can the Apple M3 Max 36GB run Gemma 3 QAT 1B?
Yes โ here's how fast and up to what context, with real measured numbers.
Gemma 3 QAT 1B on the Apple M3 Max 36GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 441k | 102-123 t/s | ~3.4-4.1 (slow) |
| Q8 | yes | 456k | 204-246 t/s | ~6.8-8.2 (slow) |
| Q4 | yes | 463k | 364.3-439.3 t/s | ~12.1-14.6 (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 QAT 1B?โถ
Yes. At Q4 it generates ~364.3-439.3 tok/s and fits up to 463k context; beyond that it spills to SSD swap and slows to ~12.1-14.6 tok/s.
How much context fits?โถ
At Q4, up to about 463k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.