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// RUN — FITS
Can the AMD Instinct MI300X 192GB run SaulLM-large?
Yes — here's how fast and up to what context, with real measured numbers.
SaulLM-large on the AMD Instinct MI300X 192GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | no | — | — | — |
| Q8 | yes | 104k | 23.7-28.9 t/s | ~0.2-0.2 (slow) |
| Q4 | yes | 294k | 42.3-51.7 t/s | ~0.3-0.4 (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 AMD Instinct MI300X 192GB run SaulLM-large?▶
Yes. At Q4 it generates ~42.3-51.7 tok/s and fits up to 294k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~0.3-0.4 tok/s.
How much context fits?▶
At Q4, up to about 294k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.