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Can the FuriosaAI RNGD run MegaMolBART?
Yes — here's how fast and up to what context, with real measured numbers.
MegaMolBART on the FuriosaAI RNGD
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 650k | 10833.3-13166.7 t/s | ~288.9-351.1 (slow) |
| Q8 | yes | 650k | 21666.7-26333.3 t/s | ~577.8-702.2 (slow) |
| Q4 | yes | 651k | 38690.5-47023.8 t/s | ~1031.7-1254 (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 MegaMolBART?▶
Yes. At Q4 it generates ~38690.5-47023.8 tok/s and fits up to 651k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1031.7-1254 tok/s.
How much context fits?▶
At Q4, up to about 651k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.