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// RUN — FITS
Can the Instinct MI430X run ByT5-XXL?
Yes — here's how fast and up to what context, with real measured numbers.
ByT5-XXL on the Instinct MI430X
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 2259k | 569-695.4 t/s | ~1-1.2 (slow) |
| Q8 | yes | 2338k | 1137.9-1390.8 t/s | ~2-2.4 (slow) |
| Q4 | yes | 2373k | 2032-2483.5 t/s | ~3.5-4.3 (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 MI430X run ByT5-XXL?▶
Yes. At Q4 it generates ~2032-2483.5 tok/s and fits up to 2373k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~3.5-4.3 tok/s.
How much context fits?▶
At Q4, up to about 2373k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.