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// RUN — FITS
Can the FuriosaAI RNGD run LLaMA-65B?
Yes — here's how fast and up to what context, with real measured numbers.
LLaMA-65B on the FuriosaAI RNGD
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | no | — | — | — |
| Q8 | no | — | — | — |
| Q4 | yes | 19k | 26.7-32.5 t/s | ~0.7-0.9 (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 LLaMA-65B?▶
Yes. At Q4 it generates ~26.7-32.5 tok/s and fits up to 19k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~0.7-0.9 tok/s.
How much context fits?▶
At Q4, up to about 19k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.