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Can the AMD Ryzen AI Max+ 395 run ERNIE-Doc Base (151M, WT103)?
Yes โ here's how fast and up to what context, with real measured numbers.
ERNIE-Doc Base (151M, WT103) on the AMD Ryzen AI Max+ 395
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1730k | 534-652.7 t/s | ~20.9-25.5 (slow) |
| Q8 | yes | 1733k | 1068.1-1305.4 t/s | ~41.7-51 (slow) |
| Q4 | yes | 1734k | 1907.3-2331.1 t/s | ~74.5-91.1 (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 ERNIE-Doc Base (151M, WT103)?โถ
Yes. At Q4 it generates ~1907.3-2331.1 tok/s and fits up to 1734k context; beyond that it spills to SSD swap and slows to ~74.5-91.1 tok/s.
How much context fits?โถ
At Q4, up to about 1734k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.