distill or just quantize for DeepSeek

[turboyard94]

Did a bit of testing and thought I'd post the result here.

I tried this with Phi using PyTorch on GB200. The headline result was better than I expected, but small local stacks still ended up being the limiting factor.

Nothing scientific here, just practical notes from a real setup.

This is mostly for local work rather than public serving.