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// RUN — FITS
Can the AMD Instinct MI325X run T5Gemma (Gemma 9B-9B)?
Yes — here's how fast and up to what context, with real measured numbers.
T5Gemma (Gemma 9B-9B) on the AMD Instinct MI325X
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 765k | 113.2-138.3 t/s | ~0.8-0.9 (slow) |
| Q8 | yes | 829k | 226.3-276.6 t/s | ~1.5-1.8 (slow) |
| Q4 | yes | 857k | 404.2-494 t/s | ~2.7-3.3 (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 MI325X run T5Gemma (Gemma 9B-9B)?▶
Yes. At Q4 it generates ~404.2-494 tok/s and fits up to 857k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~2.7-3.3 tok/s.
How much context fits?▶
At Q4, up to about 857k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.