// RUN โ€” FITS

Can the NVIDIA A100 SXM4 80GB run Ring-flash-linear-2.0?

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

Ring-flash-linear-2.0 on the NVIDIA A100 SXM4 80GB

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 no โ€” โ€” โ€”
Q4 yes 42k 25.5-30.4 t/s ~0.5-0.6 (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 NVIDIA A100 SXM4 80GB run Ring-flash-linear-2.0?โ–ถ

Yes. At Q4 it generates ~25.5-30.4 tok/s and fits up to 42k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~0.5-0.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 42k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.