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// RUN — FITS
Can the Instinct MI440X run KoGPT?
Yes — here's how fast and up to what context, with real measured numbers.
KoGPT on the Instinct MI440X
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 2927k | 1001.2-1223.7 t/s | ~2-2.5 (slow) |
| Q8 | yes | 2974k | 2002.4-2447.4 t/s | ~4.1-5 (slow) |
| Q4 | yes | 2994k | 3575.8-4370.4 t/s | ~7.3-8.9 (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 KoGPT?▶
Yes. At Q4 it generates ~3575.8-4370.4 tok/s and fits up to 2994k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~7.3-8.9 tok/s.
How much context fits?▶
At Q4, up to about 2994k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.