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Can the Apple M2 Max 64GB run Llama-3-70B-Synthia-v3.5?
Yes โ here's how fast and up to what context, with real measured numbers.
Llama-3-70B-Synthia-v3.5 on the Apple M2 Max 64GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | no | โ | โ | โ |
| Q8 | no | โ | โ | โ |
| Q4 | yes | 52k | 6.9-8.4 t/s | ~0.2-0.2 (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 M2 Max 64GB run Llama-3-70B-Synthia-v3.5?โถ
Yes. At Q4 it generates ~6.9-8.4 tok/s and fits up to 52k context; beyond that it spills to SSD swap and slows to ~0.2-0.2 tok/s.
How much context fits?โถ
At Q4, up to about 52k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.