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Can the Apple M1 Ultra 128GB run Playground v2.5?
Yes โ here's how fast and up to what context, with real measured numbers.
Playground v2.5 on the Apple M1 Ultra 128GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1628k | 77.7-93.7 t/s | ~1-1.2 (slow) |
| Q8 | yes | 1682k | 155.4-187.4 t/s | ~1.9-2.3 (slow) |
| Q4 | yes | 1705k | 277.6-334.7 t/s | ~3.5-4.2 (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 M1 Ultra 128GB run Playground v2.5?โถ
Yes. At Q4 it generates ~277.6-334.7 tok/s and fits up to 1705k context; beyond that it spills to SSD swap and slows to ~3.5-4.2 tok/s.
How much context fits?โถ
At Q4, up to about 1705k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.