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// RUN — FITS
Can the Apple M1 Ultra 64GB run Tri-21B?
Yes — here's how fast and up to what context, with real measured numbers.
Tri-21B on the Apple M1 Ultra 64GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 56k | 13.1-15.8 t/s | ~0.2-0.2 (slow) |
| Q8 | yes | 135k | 26.2-31.6 t/s | ~0.3-0.4 (slow) |
| Q4 | yes | 170k | 46.9-56.5 t/s | ~0.6-0.7 (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 64GB run Tri-21B?▶
Yes. At Q4 it generates ~46.9-56.5 tok/s and fits up to 170k context; beyond that it spills to SSD swap and slows to ~0.6-0.7 tok/s.
How much context fits?▶
At Q4, up to about 170k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.