// RUN โ€” FITS

Can the AMD Radeon RX 6800 XT run Japanese-LM-3.6B?

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

Japanese-LM-3.6B on the AMD Radeon RX 6800 XT

QuantFits?Max contextSpeedBeyond context
FP16 yes 92k 44.8-54.8 t/s ~3.5-4.3 (slow)
Q8 yes 147k 89.6-109.5 t/s ~7-8.6 (slow)
Q4 yes 171k 160-195.6 t/s ~12.5-15.3 (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 AMD Radeon RX 6800 XT run Japanese-LM-3.6B?โ–ถ

Yes. At Q4 it generates ~160-195.6 tok/s and fits up to 171k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~12.5-15.3 tok/s.

How much context fits?โ–ถ

At Q4, up to about 171k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.