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// RUN — FITS
Can the AMD Ryzen AI Max+ 395 run CodeT5-base?
Yes — here's how fast and up to what context, with real measured numbers.
CodeT5-base on the AMD Ryzen AI Max+ 395
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1728k | 366.5-448 t/s | ~14.3-17.5 (slow) |
| Q8 | yes | 1732k | 733.1-896 t/s | ~28.6-35 (slow) |
| Q4 | yes | 1733k | 1309.1-1600 t/s | ~51.1-62.5 (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 CodeT5-base?▶
Yes. At Q4 it generates ~1309.1-1600 tok/s and fits up to 1733k context; beyond that it spills to SSD swap and slows to ~51.1-62.5 tok/s.
How much context fits?▶
At Q4, up to about 1733k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.