Question 1

Can the Adreno X1-45 (Snapdragon X Plus) run LLAMA4 Scout 109B A17B?

Accepted Answer

LLAMA4 Scout 109B A17B needs about 67.75GB working set (weights 67GB + KV cache 0.75GB at 4k context). The Adreno X1-45 (Snapdragon X Plus) offers ~13.5GB usable — verdict: no. 67.8 GB vs 13.5 GB usable — does not fit

Question 2

How fast is LLAMA4 Scout 109B A17B on the Adreno X1-45 (Snapdragon X Plus)?

Accepted Answer

~0.5–1.6 tok/s on the Adreno X1-45 (Snapdragon X Plus). computed roofline: 135.2 GB/s × 0.25–0.80 efficiency window / 67.0GB (Q4_K_M) — bands, never points.

Question 3

What should I run LLAMA4 Scout 109B A17B on instead?

Accepted Answer

NIMO AI Mini PC (128GB) runs it fully ($1999).

Can the Adreno X1-45 (Snapdragon X Plus) run LLAMA4 Scout 109B A17B?

Run LLAMA4 Scout 109B A17B on instead