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DataFlex is a data-centric training framework that enhances model performance by either selecting the most influential samples, optimizing their weights, or adjusting their mixing ratios.

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Dataflex-Doc

这个是https://github.com/OpenDCAI/DataFlex的文档。

Install

npm i

Usage

# start dev server 一般用这个,可以动态热渲染所有markdown的修改
npm run docs:dev
# build for production 这个主要是上传github之前测试下有无bug,有bug的话github无法渲染page的。
npm run docs:build

基本开发结构介绍:

基本都是一式两份,英语一份,汉语一份。

上方的导航栏配置主要在这个文件夹下:navbars 各个文章的侧边栏主要是在这个文件夹下配置sidebar,可以手动可以自动,参考模板文档的Sidebar配置

如果开启了npm run docs:dev,在新建markdown的时候,会在markdown头部有一些配置前缀,这里简要介绍下:

---
title: 框架设计 # 这个标题会用来作为sidebar的标题
createTime: 2025/06/13 14:59:56 # 不太重要
icon: material-symbols:deployed-code-outline # 可选,侧边栏展示时的小logo,从这个网址选烧包小logo https://icon-sets.iconify.design/
permalink: /zh/guide/framework/ # 这个自动生成的是8位码,可以自行修改以简明展示,注意不能和现有的其他md的路径重复。
---

Documents

好用插件:

  • 重定向相关 npm i -D @vuepress/plugin-redirect@next

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DataFlex is a data-centric training framework that enhances model performance by either selecting the most influential samples, optimizing their weights, or adjusting their mixing ratios.

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