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// RUN — FITS
Can the Instinct MI440X run K2 Think?
Yes — here's how fast and up to what context, with real measured numbers.
K2 Think on the Instinct MI440X
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1266k | 192.9-235.8 t/s | ~0.4-0.5 (slow) |
| Q8 | yes | 1388k | 385.9-471.6 t/s | ~0.8-1 (slow) |
| Q4 | yes | 1442k | 689.1-842.2 t/s | ~1.4-1.7 (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 MI440X run K2 Think?▶
Yes. At Q4 it generates ~689.1-842.2 tok/s and fits up to 1442k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1.4-1.7 tok/s.
How much context fits?▶
At Q4, up to about 1442k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.