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LLM大语言模型可视化3D演示 | Chinese translation of llm-viz

Home Page: http://llm-viz-cn.iiiai.com/llm

Shell 0.13% JavaScript 0.49% Python 0.39% C 0.16% Assembly 0.54% TypeScript 91.97% CSS 0.06% SCSS 2.26% Odin 3.99%

llm-viz-cn's Introduction

LLM 可视化演示(中文版)

这是一个由 Brendan Bycroft 开发制作非常意义的 llm-viz 项目的中文翻译版本,对学习了解LLM非常有帮忙,也可用于教学演示。

项目介绍

这个项目展示的是一个GPT风格网络的工作实现的3D模型,也就是在OpenAI的GPT-2、GPT-3,甚至可能是GPT-4中使用的网络拓扑。

首先展示的带有工作权重的网络是一个微型网络,它能够对字母A、B和C的小的列表进行排序。这是来自Andrej Karpathy的 minGPT 实现的演示示例模型。

渲染器还支持可视化任意大小的网络,并且能够处理较小的 gpt2 大小,尽管权重并未下载(这需要100多MB的空间)。

快速运行

  1. 安装依赖: yarn
  2. 本地运行调试: yarn dev

关于翻译者

这是由 AI探索官 完成翻译,有不完善的地方或者翻译错误的地方欢迎指出,同时欢迎关注同名公众号 AI探索官

一起探索更多的AI知识 https://www.iiiai.com

llm-viz-cn's People

Contributors

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