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Can the Instinct MI455X run ALBERT?
Yes — here's how fast and up to what context, with real measured numbers.
ALBERT on the Instinct MI455X
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 6041k | 343000-419222.2 t/s | ~700-855.6 (slow) |
| Q8 | yes | 6041k | 686000-838444.4 t/s | ~1400-1711.1 (slow) |
| Q4 | yes | 6041k | 1225000-1497222.2 t/s | ~2500-3055.6 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to system RAM offload (depends on your system RAM) and speed drops to the "beyond" figure.
FAQ
Can the Instinct MI455X run ALBERT?▶
Yes. At Q4 it generates ~1225000-1497222.2 tok/s and fits up to 6041k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~2500-3055.6 tok/s.
How much context fits?▶
At Q4, up to about 6041k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.