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Can the AMD Ryzen AI Max+ 395 run ALBERT?
Yes โ here's how fast and up to what context, with real measured numbers.
ALBERT on the AMD Ryzen AI Max+ 395
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1734k | 4480-5475.6 t/s | ~175-213.9 (slow) |
| Q8 | yes | 1735k | 8960-10951.1 t/s | ~350-427.8 (slow) |
| Q4 | yes | 1735k | 16000-19555.6 t/s | ~625-763.9 (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 ALBERT?โถ
Yes. At Q4 it generates ~16000-19555.6 tok/s and fits up to 1735k context; beyond that it spills to SSD swap and slows to ~625-763.9 tok/s.
How much context fits?โถ
At Q4, up to about 1735k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.