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// RUN — FITS
Can the Instinct MI430X run Retrieval-Augmented Generator?
Yes — here's how fast and up to what context, with real measured numbers.
Retrieval-Augmented Generator on the Instinct MI430X
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 6022k | 11724.4-14329.9 t/s | ~20.1-24.6 (slow) |
| Q8 | yes | 6032k | 23448.9-28659.7 t/s | ~40.3-49.2 (slow) |
| Q4 | yes | 6036k | 41873-51178.1 t/s | ~71.9-87.9 (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 MI430X run Retrieval-Augmented Generator?▶
Yes. At Q4 it generates ~41873-51178.1 tok/s and fits up to 6036k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~71.9-87.9 tok/s.
How much context fits?▶
At Q4, up to about 6036k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.