// RUN โ€” FITS

Can the AMD Radeon RX 9070 XT run AWD-LSTM-DOC (fin) (23M)?

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

AWD-LSTM-DOC (fin) (23M) on the AMD Radeon RX 9070 XT

QuantFits?Max contextSpeedBeyond context
FP16 yes 201k 8820-10780 t/s ~547.8-669.6 (slow)
Q8 yes 201k 17640-21560 t/s ~1095.7-1339.1 (slow)
Q4 yes 202k 31500-38500 t/s ~1956.5-2391.3 (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 9070 XT run AWD-LSTM-DOC (fin) (23M)?โ–ถ

Yes. At Q4 it generates ~31500-38500 tok/s and fits up to 202k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1956.5-2391.3 tok/s.

How much context fits?โ–ถ

At Q4, up to about 202k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.