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// RUN — FITS
Can the Instinct MI440X run Pleias-RAG-1B?
Yes — here's how fast and up to what context, with real measured numbers.
Pleias-RAG-1B on the Instinct MI440X
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 6005k | 5145-6288.3 t/s | ~10.5-12.8 (slow) |
| Q8 | yes | 6023k | 10290-12576.7 t/s | ~21-25.7 (slow) |
| Q4 | yes | 6031k | 18375-22458.3 t/s | ~37.5-45.8 (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 Pleias-RAG-1B?▶
Yes. At Q4 it generates ~18375-22458.3 tok/s and fits up to 6031k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~37.5-45.8 tok/s.
How much context fits?▶
At Q4, up to about 6031k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.