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Can the AMD Instinct MI300X 192GB run Gemma2 9B CPT Sahabat-AI?
Yes โ here's how fast and up to what context, with real measured numbers.
Gemma2 9B CPT Sahabat-AI on the AMD Instinct MI300X 192GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1199k | 185.5-226.7 t/s | ~1.4-1.7 (slow) |
| Q8 | yes | 1268k | 371-453.4 t/s | ~2.8-3.4 (slow) |
| Q4 | yes | 1298k | 662.5-809.7 t/s | ~5-6.1 (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 Gemma2 9B CPT Sahabat-AI?โถ
Yes. At Q4 it generates ~662.5-809.7 tok/s and fits up to 1298k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~5-6.1 tok/s.
How much context fits?โถ
At Q4, up to about 1298k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.