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// RUN — FITS
Can the FuriosaAI RNGD run Ovis1.6-Gemma2-9B?
Yes — here's how fast and up to what context, with real measured numbers.
Ovis1.6-Gemma2-9B on the FuriosaAI RNGD
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 136k | 47.8-58.1 t/s | ~1.3-1.5 (slow) |
| Q8 | yes | 198k | 95.6-116.2 t/s | ~2.5-3.1 (slow) |
| Q4 | yes | 226k | 170.7-207.5 t/s | ~4.6-5.5 (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 FuriosaAI RNGD run Ovis1.6-Gemma2-9B?▶
Yes. At Q4 it generates ~170.7-207.5 tok/s and fits up to 226k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~4.6-5.5 tok/s.
How much context fits?▶
At Q4, up to about 226k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.