// RUN โ€” FITS

Can the Intel Arc Pro B70 run AbLang (heavy sequences)?

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

AbLang (heavy sequences) on the Intel Arc Pro B70

QuantFits?Max contextSpeedBeyond context
FP16 yes 415k 496.7-616.6 t/s ~32.7-40.6 (slow)
Q8 yes 421k 993.4-1233.1 t/s ~65.4-81.1 (slow)
Q4 yes 423k 1773.8-2202 t/s ~116.7-144.9 (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 Arc Pro B70 run AbLang (heavy sequences)?โ–ถ

Yes. At Q4 it generates ~1773.8-2202 tok/s and fits up to 423k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~116.7-144.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 423k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.