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Can the FuriosaAI RNGD run Qwen2.5-1.5B?
Yes โ here's how fast and up to what context, with real measured numbers.
Qwen2.5-1.5B on the FuriosaAI RNGD
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 604k | 316.6-384.7 t/s | ~8.4-10.3 (slow) |
| Q8 | yes | 627k | 633.1-769.5 t/s | ~16.9-20.5 (slow) |
| Q4 | yes | 638k | 1130.6-1374.1 t/s | ~30.1-36.6 (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 Qwen2.5-1.5B?โถ
Yes. At Q4 it generates ~1130.6-1374.1 tok/s and fits up to 638k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~30.1-36.6 tok/s.
How much context fits?โถ
At Q4, up to about 638k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.