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Can the AMD Ryzen AI Max+ 395 run KoGPT?
Yes โ here's how fast and up to what context, with real measured numbers.
KoGPT on the AMD Ryzen AI Max+ 395
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 773k | 13.1-16 t/s | ~0.5-0.6 (slow) |
| Q8 | yes | 820k | 26.2-32 t/s | ~1-1.2 (slow) |
| Q4 | yes | 841k | 46.7-57.1 t/s | ~1.8-2.2 (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 KoGPT?โถ
Yes. At Q4 it generates ~46.7-57.1 tok/s and fits up to 841k context; beyond that it spills to SSD swap and slows to ~1.8-2.2 tok/s.
How much context fits?โถ
At Q4, up to about 841k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.