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Can the AMD Ryzen AI Max+ 395 run Retrieval-Augmented Generator?
Yes โ here's how fast and up to what context, with real measured numbers.
Retrieval-Augmented Generator on the AMD Ryzen AI Max+ 395
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1716k | 128.8-157.4 t/s | ~5-6.2 (slow) |
| Q8 | yes | 1725k | 257.6-314.9 t/s | ~10.1-12.3 (slow) |
| Q4 | yes | 1730k | 460.1-562.3 t/s | ~18-22 (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 Retrieval-Augmented Generator?โถ
Yes. At Q4 it generates ~460.1-562.3 tok/s and fits up to 1730k context; beyond that it spills to SSD swap and slows to ~18-22 tok/s.
How much context fits?โถ
At Q4, up to about 1730k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.