Out of Memory Warning Needed for NPU Devices

[leestott]

Based on Model sizes we need a out of memory warning.

There are significant differences between Intel AI PC devices

NPU

GPU

vs

ARM AI PC Devices based on available GPU and NPU Memory constraints 7GB vs 18GB (On Intel)

NPU

GPU

Ask
We need to provide a error at present running large models such as deepseek R1 14b crashes foundry local service and doesnt provide a clear error or issue to users.

AB#66984

[samuel100]

duplicate of #130