// RUN โ€” FITS

Can the Intel Arc Pro B70 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 B70

QuantFits?Max contextSpeedBeyond context
FP16 yes 419k 713.8-886.2 t/s ~47-58.3 (slow)
Q8 yes 423k 1427.7-1772.3 t/s ~93.9-116.6 (slow)
Q4 yes 424k 2549.5-3164.8 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 B70 run Transformer (Adaptive Input Embeddings) WT103?โ–ถ

Yes. At Q4 it generates ~2549.5-3164.8 tok/s and fits up to 424k 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 424k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.