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Can the Apple M2 Max 64GB run DanteLLM 7B?
Yes โ here's how fast and up to what context, with real measured numbers.
DanteLLM 7B on the Apple M2 Max 64GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 321k | 19.4-23.4 t/s | ~0.5-0.6 (slow) |
| Q8 | yes | 375k | 38.9-46.9 t/s | ~1-1.2 (slow) |
| Q4 | yes | 398k | 69.4-83.7 t/s | ~1.7-2.1 (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 M2 Max 64GB run DanteLLM 7B?โถ
Yes. At Q4 it generates ~69.4-83.7 tok/s and fits up to 398k context; beyond that it spills to SSD swap and slows to ~1.7-2.1 tok/s.
How much context fits?โถ
At Q4, up to about 398k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.