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Can the Apple M4 Max 64GB run Gemma 2B?
Yes โ here's how fast and up to what context, with real measured numbers.
Gemma 2B on the Apple M4 Max 64GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 780k | 74.1-89.3 t/s | ~1.4-1.6 (slow) |
| Q8 | yes | 818k | 148.1-178.6 t/s | ~2.7-3.3 (slow) |
| Q4 | yes | 835k | 264.5-319 t/s | ~4.8-5.8 (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 M4 Max 64GB run Gemma 2B?โถ
Yes. At Q4 it generates ~264.5-319 tok/s and fits up to 835k context; beyond that it spills to SSD swap and slows to ~4.8-5.8 tok/s.
How much context fits?โถ
At Q4, up to about 835k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.