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Can the Apple M2 Max 32GB run Surya?
Yes โ here's how fast and up to what context, with real measured numbers.
Surya on the Apple M2 Max 32GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 405k | 371.6-448.1 t/s | ~9.3-11.2 (slow) |
| Q8 | yes | 411k | 743.2-896.2 t/s | ~18.6-22.4 (slow) |
| Q4 | yes | 413k | 1327.1-1600.3 t/s | ~33.2-40 (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 32GB run Surya?โถ
Yes. At Q4 it generates ~1327.1-1600.3 tok/s and fits up to 413k context; beyond that it spills to SSD swap and slows to ~33.2-40 tok/s.
How much context fits?โถ
At Q4, up to about 413k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.