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// RUN — FITS
Can the Instinct MI440X run LFM2.5-8B-A1B?
Yes — here's how fast and up to what context, with real measured numbers.
LFM2.5-8B-A1B on the Instinct MI440X
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 2899k | 771.8-943.3 t/s | ~1.6-1.9 (slow) |
| Q8 | yes | 2960k | 1543.5-1886.5 t/s | ~3.2-3.9 (slow) |
| Q4 | yes | 2987k | 2756.3-3368.8 t/s | ~5.6-6.9 (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 MI440X run LFM2.5-8B-A1B?▶
Yes. At Q4 it generates ~2756.3-3368.8 tok/s and fits up to 2987k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~5.6-6.9 tok/s.
How much context fits?▶
At Q4, up to about 2987k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.