返回 X 名人动态

Jev 的突破:分类器的泛化能力

中文全文 · AI 翻译

很容易把 Jev 说成“不过是个分类器”。

但包括我在内,多年来一直训练编码器模型来做分类的人都知道,这些模型通常是专门用途的,总会在某些方面受到限制。

Jev 的突破在于它能很好地泛化。

而且我认为,秘诀可能更多在于数据,而不是训练算法,再加上一个设计不错的 API。

引用 @kunchenguid 的推文
对照原文

It’s easy to dismiss Jev it as “just a classifier”. But people (me included) who have been training encoder-style models for classification for many years know they were usually special-purpose and limited in some way. The breakthrough of Jev is that it generalizes well. And I’d say the secret sauce is probably more in the data than in the training algorithm. (Plus a nice API design on top of it.)