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// RUN — FITS
Can the Apple M2 Ultra 192GB run AlphaFold 2?
Yes — here's how fast and up to what context, with real measured numbers.
AlphaFold 2 on the Apple M2 Ultra 192GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 2611k | 2924.7-3526.9 t/s | ~36.6-44.1 (slow) |
| Q8 | yes | 2612k | 5849.5-7053.8 t/s | ~73.1-88.2 (slow) |
| Q4 | yes | 2613k | 10445.5-12596 t/s | ~130.6-157.5 (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 Ultra 192GB run AlphaFold 2?▶
Yes. At Q4 it generates ~10445.5-12596 tok/s and fits up to 2613k context; beyond that it spills to SSD swap and slows to ~130.6-157.5 tok/s.
How much context fits?▶
At Q4, up to about 2613k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.