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// RUN — FITS
Can the Apple M4 Max 36GB run AWD-LSTM-DOC (fin) (37M)?
Yes — here's how fast and up to what context, with real measured numbers.
AWD-LSTM-DOC (fin) (37M) on the Apple M4 Max 36GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 470k | 5017.3-6050.3 t/s | ~91.9-110.8 (slow) |
| Q8 | yes | 471k | 10034.6-12100.5 t/s | ~183.8-221.6 (slow) |
| Q4 | yes | 471k | 17918.9-21608.1 t/s | ~328.2-395.8 (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 M4 Max 36GB run AWD-LSTM-DOC (fin) (37M)?▶
Yes. At Q4 it generates ~17918.9-21608.1 tok/s and fits up to 471k context; beyond that it spills to SSD swap and slows to ~328.2-395.8 tok/s.
How much context fits?▶
At Q4, up to about 471k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.