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// RUN — FITS
Can the AMD Ryzen AI Max+ 395 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 AMD Ryzen AI Max+ 395
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1734k | 2179.5-2663.8 t/s | ~85.1-104.1 (slow) |
| Q8 | yes | 1734k | 4358.9-5327.6 t/s | ~170.3-208.1 (slow) |
| Q4 | yes | 1735k | 7783.8-9513.5 t/s | ~304.1-371.6 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.
FAQ
Can the AMD Ryzen AI Max+ 395 run AWD-LSTM-DOC (fin) (37M)?▶
Yes. At Q4 it generates ~7783.8-9513.5 tok/s and fits up to 1735k context; beyond that it spills to SSD swap and slows to ~304.1-371.6 tok/s.
How much context fits?▶
At Q4, up to about 1735k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.