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Can the Apple M1 Max 64GB run LongT5?
Yes โ here's how fast and up to what context, with real measured numbers.
LongT5 on the Apple M1 Max 64GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 764k | 45.3-54.7 t/s | ~1.1-1.4 (slow) |
| Q8 | yes | 810k | 90.7-109.3 t/s | ~2.3-2.7 (slow) |
| Q4 | yes | 830k | 161.9-195.2 t/s | ~4-4.9 (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 Max 64GB run LongT5?โถ
Yes. At Q4 it generates ~161.9-195.2 tok/s and fits up to 830k context; beyond that it spills to SSD swap and slows to ~4-4.9 tok/s.
How much context fits?โถ
At Q4, up to about 830k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.