// RUN โ€” FITS

Can the AMD Radeon RX 9070 XT run Transformer (Adaptive Input Embeddings) WT103?

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

Transformer (Adaptive Input Embeddings) WT103 on the AMD Radeon RX 9070 XT

QuantFits?Max contextSpeedBeyond context
FP16 yes 194k 821.3-1003.8 t/s ~51-62.3 (slow)
Q8 yes 198k 1642.6-2007.6 t/s ~102-124.7 (slow)
Q4 yes 200k 2933.2-3585 t/s ~182.2-222.7 (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 Transformer (Adaptive Input Embeddings) WT103?โ–ถ

Yes. At Q4 it generates ~2933.2-3585 tok/s and fits up to 200k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~182.2-222.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 200k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.