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Can the Apple M1 Max 32GB run ESM1b?
Yes โ here's how fast and up to what context, with real measured numbers.
ESM1b on the Apple M1 Max 32GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 397k | 208.5-251.4 t/s | ~5.2-6.3 (slow) |
| Q8 | yes | 407k | 416.9-502.8 t/s | ~10.4-12.6 (slow) |
| Q4 | yes | 411k | 744.5-897.8 t/s | ~18.6-22.4 (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 32GB run ESM1b?โถ
Yes. At Q4 it generates ~744.5-897.8 tok/s and fits up to 411k context; beyond that it spills to SSD swap and slows to ~18.6-22.4 tok/s.
How much context fits?โถ
At Q4, up to about 411k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.