// RUN โ€” FITS

Can the Intel Gaudi 3 run Polyglot-Ko-12.8B?

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

Polyglot-Ko-12.8B on the Intel Gaudi 3

QuantFits?Max contextSpeedBeyond context
FP16 yes 552k 83.2-103.3 t/s ~0.9-1.1 (slow)
Q8 yes 631k 166.4-206.5 t/s ~1.8-2.2 (slow)
Q4 yes 666k 297.1-368.8 t/s ~3.2-4 (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 Intel Gaudi 3 run Polyglot-Ko-12.8B?โ–ถ

Yes. At Q4 it generates ~297.1-368.8 tok/s and fits up to 666k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~3.2-4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 666k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.