The Three Levers That Improve a Model from Version 4.8 to 4.9
English summary
This tutorial article outlines three different levers that can cause a language model to appear better when its version number increases from 4.8 to 4.9, and cautions against confusing them. It does not reference specific models, benchmarks, or techniques.
Chinese summary
这篇教程文章概述了当模型版本号从4.8升至4.9时，可能使其表现更好的三种不同杠杆，并提醒读者不要将它们混淆。文中未涉及具体模型、基准或技术细节。
Key points
The article introduces three levers that can make a model appear better when its version increments from 4.8 to 4.9.
文章介绍了在模型版本从4.8升级到4.9时，使其表现更好的三种杠杆。
It cautions against confusing these levers, as they represent different types of improvement.
文章提醒读者不要混淆这些杠杆，因为它们代表不同类型的改进。