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// RUN — FITS
Can the FuriosaAI RNGD run Sailor-7B-Chat?
Yes — here's how fast and up to what context, with real measured numbers.
Sailor-7B-Chat on the FuriosaAI RNGD
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 208k | 63.1-76.7 t/s | ~1.7-2 (slow) |
| Q8 | yes | 267k | 126.3-153.5 t/s | ~3.4-4.1 (slow) |
| Q4 | yes | 292k | 225.5-274.1 t/s | ~6-7.3 (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 Sailor-7B-Chat?▶
Yes. At Q4 it generates ~225.5-274.1 tok/s and fits up to 292k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~6-7.3 tok/s.
How much context fits?▶
At Q4, up to about 292k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.