// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3080 Ti run AbLang (heavy sequences)?

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

AbLang (heavy sequences) on the NVIDIA GeForce RTX 3080 Ti

QuantFits?Max contextSpeedBeyond context
FP16 yes 135k 937.7-1117.5 t/s ~41.1-49 (slow)
Q8 yes 140k 1875.4-2235 t/s ~82.3-98 (slow)
Q4 yes 143k 3348.9-3991.1 t/s ~146.9-175.1 (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 NVIDIA GeForce RTX 3080 Ti run AbLang (heavy sequences)?โ–ถ

Yes. At Q4 it generates ~3348.9-3991.1 tok/s and fits up to 143k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~146.9-175.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 143k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.