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// RUN — FITS
Can the Instinct MI455X run VILA-13B?
Yes — here's how fast and up to what context, with real measured numbers.
VILA-13B on the Instinct MI455X
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 2254k | 462.4-565.2 t/s | ~0.9-1.2 (slow) |
| Q8 | yes | 2335k | 924.9-1130.4 t/s | ~1.9-2.3 (slow) |
| Q4 | yes | 2371k | 1651.6-2018.6 t/s | ~3.4-4.1 (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 VILA-13B?▶
Yes. At Q4 it generates ~1651.6-2018.6 tok/s and fits up to 2371k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~3.4-4.1 tok/s.
How much context fits?▶
At Q4, up to about 2371k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.