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// RUN — FITS
Can the FuriosaAI RNGD run IDEFICS-9B?
Yes — here's how fast and up to what context, with real measured numbers.
IDEFICS-9B on the FuriosaAI RNGD
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 188k | 54.2-65.8 t/s | ~1.4-1.8 (slow) |
| Q8 | yes | 257k | 108.3-131.7 t/s | ~2.9-3.5 (slow) |
| Q4 | yes | 287k | 193.5-235.1 t/s | ~5.2-6.3 (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 FuriosaAI RNGD run IDEFICS-9B?▶
Yes. At Q4 it generates ~193.5-235.1 tok/s and fits up to 287k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~5.2-6.3 tok/s.
How much context fits?▶
At Q4, up to about 287k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.