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Can the AMD Instinct MI325X run nekomata-14b?
Yes โ here's how fast and up to what context, with real measured numbers.
nekomata-14b on the AMD Instinct MI325X
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1255k | 133.1-162.7 t/s | ~0.9-1.1 (slow) |
| Q8 | yes | 1342k | 266.2-325.4 t/s | ~1.8-2.2 (slow) |
| Q4 | yes | 1380k | 475.4-581 t/s | ~3.2-3.9 (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 AMD Instinct MI325X run nekomata-14b?โถ
Yes. At Q4 it generates ~475.4-581 tok/s and fits up to 1380k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~3.2-3.9 tok/s.
How much context fits?โถ
At Q4, up to about 1380k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.