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// RUN — FITS
Can the FuriosaAI RNGD run LLaVA-OV-7B?
Yes — here's how fast and up to what context, with real measured numbers.
LLaVA-OV-7B on the FuriosaAI RNGD
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 210k | 64.1-78 t/s | ~1.7-2.1 (slow) |
| Q8 | yes | 267k | 128.3-155.9 t/s | ~3.4-4.2 (slow) |
| Q4 | yes | 293k | 229.1-278.4 t/s | ~6.1-7.4 (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 LLaVA-OV-7B?▶
Yes. At Q4 it generates ~229.1-278.4 tok/s and fits up to 293k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~6.1-7.4 tok/s.
How much context fits?▶
At Q4, up to about 293k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.