// RUN โ€” FITS

Can the FuriosaAI RNGD run ESM2-8M?

Yes โ€” here's how fast and up to what context, with real measured numbers.

ESM2-8M on the FuriosaAI RNGD

QuantFits?Max contextSpeedBeyond context
FP16 yes 651k 60937.5-74062.5 t/s ~1625-1975 (slow)
Q8 yes 651k 121875-148125 t/s ~3250-3950 (slow)
Q4 yes 651k 217633.9-264508.9 t/s ~5803.6-7053.6 (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 ESM2-8M?โ–ถ

Yes. At Q4 it generates ~217633.9-264508.9 tok/s and fits up to 651k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~5803.6-7053.6 tok/s.

How much context fits?โ–ถ

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.