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Can the AMD Instinct MI325X run Gemma 3n?
Yes โ here's how fast and up to what context, with real measured numbers.
Gemma 3n on the AMD Instinct MI325X
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1666k | 240.8-294.3 t/s | ~1.6-2 (slow) |
| Q8 | yes | 1726k | 481.5-588.5 t/s | ~3.2-3.9 (slow) |
| Q4 | yes | 1752k | 859.9-1051 t/s | ~5.7-7 (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 Gemma 3n?โถ
Yes. At Q4 it generates ~859.9-1051 tok/s and fits up to 1752k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~5.7-7 tok/s.
How much context fits?โถ
At Q4, up to about 1752k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.