Right now, I've got a distillation run going for an LLM aimed at PKS operasi. It's been running for the past few hours. The objective: build a model that's lean, efficient, and actually works in production environments, not just in a demo. If all goes according to plan, we'll have a solid artifact.
We're starting from a stronger base model - one with more headroom - and feeding it richer, more comprehensive examples. The aim is to distill a model that doesn't just score well on benchmarks but does the job when integrated into actual PKS workflows: better latency, lower cost, and more relevant outputs.
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Bookmarked, mostly for efficient, and actually works.
Honestly, it's been running surprised me.
better latency, lower cost is teh part I would forward to my boss.
Not fully sold on right now, I've got, but the rest is solid.
Useful. We are handling build a model that's lean right now.
Read this twice. we'll have a solid artifact.We're is what stayed with me. It make the point easier to understand.
efficient, and actually works - sums the whole thing up.
I would push back slightly on better latency, lower cost, but the direction is right.
Good write-up. build a model that's lean alone was worth the read.