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// RUN — FITS
Can the AMD Ryzen AI Max+ 395 run MT-DNN?
Yes — here's how fast and up to what context, with real measured numbers.
MT-DNN on the AMD Ryzen AI Max+ 395
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1725k | 244.4-298.7 t/s | ~9.5-11.7 (slow) |
| Q8 | yes | 1730k | 488.7-597.3 t/s | ~19.1-23.3 (slow) |
| Q4 | yes | 1732k | 872.7-1066.7 t/s | ~34.1-41.7 (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 MT-DNN?▶
Yes. At Q4 it generates ~872.7-1066.7 tok/s and fits up to 1732k context; beyond that it spills to SSD swap and slows to ~34.1-41.7 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.