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// RUN — FITS
Can the FuriosaAI RNGD run ProtT5-XXL-BFD?
Yes — here's how fast and up to what context, with real measured numbers.
ProtT5-XXL-BFD on the FuriosaAI RNGD
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 126k | 44.3-53.9 t/s | ~1.2-1.4 (slow) |
| Q8 | yes | 193k | 88.6-107.7 t/s | ~2.4-2.9 (slow) |
| Q4 | yes | 223k | 158.3-192.4 t/s | ~4.2-5.1 (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 ProtT5-XXL-BFD?▶
Yes. At Q4 it generates ~158.3-192.4 tok/s and fits up to 223k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~4.2-5.1 tok/s.
How much context fits?▶
At Q4, up to about 223k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.