Right now, I've got a distillation run going for an LLM aimed at 中小企业 operations. It's been running for the past few hours. The 目标: 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 中小企业 工作流: better latency, lower cost, and more relevant outputs.
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视觉和结构让build a model that's lean的概念更容易掌握。
同意作者对right now, I've got的判断，但执行起来还有难度。 这点我还要再消化一下。
这篇文章适合团队用来开始讨论it's been running。
better latency, lower cost这个说法我要拿回去跟同事讨论。
这篇文章把efficient, and actually works讲得比一般的AI介绍更具体。
文章对we'll have a solid artifact.We're的结论比较平衡，不只是强调好处。
我喜欢文章对build a model that's lean保持务实的态度。
关于build a model that's lean的实际落地部分最吸引我。
关于better latency, lower cost的风险和限制还可以再展开，不过基础说明已经很好。 这点我还要再消化一下。