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// RUN — FITS
Can the Apple M4 Max 48GB run AWD-LSTM-MoS + dynamic evaluation (PTB, 2018)?
Yes — here's how fast and up to what context, with real measured numbers.
AWD-LSTM-MoS + dynamic evaluation (PTB, 2018) on the Apple M4 Max 48GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 636k | 7735-9327.5 t/s | ~141.7-170.8 (slow) |
| Q8 | yes | 636k | 15470-18655 t/s | ~283.3-341.7 (slow) |
| Q4 | yes | 636k | 27625-33312.5 t/s | ~506-610.1 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.
→ All models on the Apple M4 Max 48GB
→ AWD-LSTM-MoS + dynamic evaluation (PTB, 2018) specs
→ Other hardware
FAQ
Can the Apple M4 Max 48GB run AWD-LSTM-MoS + dynamic evaluation (PTB, 2018)?▶
Yes. At Q4 it generates ~27625-33312.5 tok/s and fits up to 636k context; beyond that it spills to SSD swap and slows to ~506-610.1 tok/s.
How much context fits?▶
At Q4, up to about 636k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.