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最近一些学者整理出了 ChatGPT 等语言模型的发展历程的进化树图，让大家可以对LLM之间的关系一目了然。 论文： arxiv.org/abs/2304.1371. Github (相关资源)： github.com/Mooler0410/L. 进化的树图. 现代语言模型的进化树追溯了近年来语言模型的发展,并强调了一些最著名的模型。 同一分支上的模型关系更近。 基于 Transformer 的模型显示为非灰色颜色:仅解码器模型显示为 蓝色分支,仅编码器模型显示为 粉红色分支,而编码器-解码器模型显示为 绿色分支。 时间轴上模型的 …

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We also build an evolutionary tree of modern Large Language Models (LLMs) to trace the development of language models in recent years and highlights some of the most well-known models.

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Jul 19, 2023 · Our methods successfully identify families of LLMs and accurately cluster LLMs into meaningful subgroups. We present a public web application to navigate and explore Constellation, our atlas of 15,821 LLMs. Constellation rapidly generates a variety of visualizations, namely dendrograms, graphs, word clouds, and scatter plots.

Jan 7, 2024 · The journey through the evolutionary tree of modern LLMs reveals a rapid and complex growth pattern, one that reflects both technological advancements and our deepening understanding of natural language.