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// RUN — FITS
Can the AMD Ryzen AI Max+ 395 run FRED-T5-XL?
Yes — here's how fast and up to what context, with real measured numbers.
FRED-T5-XL on the AMD Ryzen AI Max+ 395
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1682k | 46.3-56.6 t/s | ~1.8-2.2 (slow) |
| Q8 | yes | 1708k | 92.7-113.3 t/s | ~3.6-4.4 (slow) |
| Q4 | yes | 1720k | 165.5-202.3 t/s | ~6.5-7.9 (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 FRED-T5-XL?▶
Yes. At Q4 it generates ~165.5-202.3 tok/s and fits up to 1720k context; beyond that it spills to SSD swap and slows to ~6.5-7.9 tok/s.
How much context fits?▶
At Q4, up to about 1720k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.