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// RUN — FITS
Can the AMD Ryzen AI Max+ 395 run DeBERTaV3large?
Yes — here's how fast and up to what context, with real measured numbers.
DeBERTaV3large on the AMD Ryzen AI Max+ 395
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1722k | 192.9-235.8 t/s | ~7.5-9.2 (slow) |
| Q8 | yes | 1729k | 385.8-471.6 t/s | ~15.1-18.4 (slow) |
| Q4 | yes | 1731k | 689-842.1 t/s | ~26.9-32.9 (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 DeBERTaV3large?▶
Yes. At Q4 it generates ~689-842.1 tok/s and fits up to 1731k context; beyond that it spills to SSD swap and slows to ~26.9-32.9 tok/s.
How much context fits?▶
At Q4, up to about 1731k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.