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// RUN — FITS
Can the Instinct MI440X run MiniCPM-RobotManip?
Yes — here's how fast and up to what context, with real measured numbers.
MiniCPM-RobotManip on the Instinct MI440X
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 5996k | 4116-5030.7 t/s | ~8.4-10.3 (slow) |
| Q8 | yes | 6019k | 8232-10061.3 t/s | ~16.8-20.5 (slow) |
| Q4 | yes | 6029k | 14700-17966.7 t/s | ~30-36.7 (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 MiniCPM-RobotManip?▶
Yes. At Q4 it generates ~14700-17966.7 tok/s and fits up to 6029k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~30-36.7 tok/s.
How much context fits?▶
At Q4, up to about 6029k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.