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// RUN — FITS
Can the Instinct MI455X run BLOOM-560M?
Yes — here's how fast and up to what context, with real measured numbers.
BLOOM-560M on the Instinct MI455X
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 6024k | 11025-13475 t/s | ~22.5-27.5 (slow) |
| Q8 | yes | 6033k | 22050-26950 t/s | ~45-55 (slow) |
| Q4 | yes | 6037k | 39375-48125 t/s | ~80.4-98.2 (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 MI455X run BLOOM-560M?▶
Yes. At Q4 it generates ~39375-48125 tok/s and fits up to 6037k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~80.4-98.2 tok/s.
How much context fits?▶
At Q4, up to about 6037k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.