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// RUN — FITS
Can the AMD Ryzen AI Max+ 395 run XLNet?
Yes — here's how fast and up to what context, with real measured numbers.
XLNet on the AMD Ryzen AI Max+ 395
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1725k | 237.2-289.9 t/s | ~9.3-11.3 (slow) |
| Q8 | yes | 1730k | 474.4-579.8 t/s | ~18.5-22.6 (slow) |
| Q4 | yes | 1732k | 847.1-1035.3 t/s | ~33.1-40.4 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.
FAQ
Can the AMD Ryzen AI Max+ 395 run XLNet?▶
Yes. At Q4 it generates ~847.1-1035.3 tok/s and fits up to 1732k context; beyond that it spills to SSD swap and slows to ~33.1-40.4 tok/s.
How much context fits?▶
At Q4, up to about 1732k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.