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Can the AMD Ryzen AI Max+ 395 run Ling-lite-1.5 ("Bailing")?
Yes โ here's how fast and up to what context, with real measured numbers.
Ling-lite-1.5 ("Bailing") on the AMD Ryzen AI Max+ 395
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 306k | 4.8-5.9 t/s | ~0.2-0.2 (slow) |
| Q8 | yes | 370k | 9.6-11.7 t/s | ~0.4-0.5 (slow) |
| Q4 | yes | 398k | 17.1-21 t/s | ~0.7-0.8 (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 Ling-lite-1.5 ("Bailing")?โถ
Yes. At Q4 it generates ~17.1-21 tok/s and fits up to 398k context; beyond that it spills to SSD swap and slows to ~0.7-0.8 tok/s.
How much context fits?โถ
At Q4, up to about 398k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.