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// RUN — FITS
Can the FuriosaAI RNGD run Starling-LM-7B-alpha?
Yes — here's how fast and up to what context, with real measured numbers.
Starling-LM-7B-alpha on the FuriosaAI RNGD
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 219k | 69.6-84.6 t/s | ~1.9-2.3 (slow) |
| Q8 | yes | 272k | 139.3-169.3 t/s | ~3.7-4.5 (slow) |
| Q4 | yes | 296k | 248.7-302.3 t/s | ~6.6-8.1 (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 FuriosaAI RNGD run Starling-LM-7B-alpha?▶
Yes. At Q4 it generates ~248.7-302.3 tok/s and fits up to 296k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~6.6-8.1 tok/s.
How much context fits?▶
At Q4, up to about 296k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.