// RUN โ€” FITS

Can the Intel Arc Pro B50 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 Intel Arc Pro B50

QuantFits?Max contextSpeedBeyond context
FP16 yes 194k 263-326.5 t/s ~47-58.3 (slow)
Q8 yes 198k 526-653 t/s ~93.9-116.6 (slow)
Q4 yes 200k 939.3-1166 t/s ~167.7-208.2 (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 Intel Arc Pro B50 run Transformer (Adaptive Input Embeddings) WT103?โ–ถ

Yes. At Q4 it generates ~939.3-1166 tok/s and fits up to 200k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~167.7-208.2 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.