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‎_posts/2023-08-14-llama2.c.zh.markdown ‎_posts/2023-08-14-llama2.zh/2023-08-14-llama2.c.zh.markdown

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---
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layout: post
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title: "custom tokenizer"
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title: "大语言模型——如何构建词表(Tokenizer)"
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date: 2023-08-14 14:48:11 +0800
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categories: jekyll update
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---

‎_posts/2023-04-19-welcome-to-jekyll.markdown ‎_posts/2024-03-23-build-keyword-system/2024-03-23-keyword-spotting.markdown

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---
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layout: post
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title: "demo1!"
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date: 2023-04-19 14:45:13 +0800
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title: "如何构建语音唤醒系统"
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date: 2024-03-22 14:48:11 +0800
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categories: jekyll update
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---
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<p align="center">
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<img src="https://github.com/chenyangMl/llama2.c-zh/blob/main/assets/llama2-zh.jpg" width="200" height="300" alt="Cute Llama-zh">
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</p>
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You’ll find this post in your `_posts` directory. Go ahead and edit it and re-build the site to see your changes. You can rebuild the site in many different ways, but the most common way is to run `jekyll serve`, which launches a web server and auto-regenerates your site when a file is updated.
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Jekyll requires blog post files to be named according to the following format:

‎_site/404.html

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<meta charset="utf-8">
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<meta http-equiv="X-UA-Compatible" content="IE=edge">
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<meta name="viewport" content="width=device-width, initial-scale=1"><!-- Begin Jekyll SEO tag v2.8.0 -->
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<title>chenyang’s Blog | Machine learning Engineer. Focusing on computer vision and natural language processing.</title>
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<title>Chen Yang’s Blog | Machine learning Engineer. Focusing on computer vision and natural language processing.</title>
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<meta name="generator" content="Jekyll v4.3.2" />
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<meta property="og:title" content="chenyang’s Blog" />
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<meta property="og:title" content="Chen Yang’s Blog" />
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<meta property="og:locale" content="en_US" />
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<meta name="description" content="Machine learning Engineer. Focusing on computer vision and natural language processing." />
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<meta property="og:description" content="Machine learning Engineer. Focusing on computer vision and natural language processing." />
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<link rel="canonical" href="http://localhost:4000/404.html" />
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<meta property="og:url" content="http://localhost:4000/404.html" />
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<meta property="og:site_name" content="chenyang’s Blog" />
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<meta property="og:site_name" content="Chen Yang’s Blog" />
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<meta property="og:type" content="website" />
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<meta name="twitter:card" content="summary" />
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<meta property="twitter:title" content="chenyang’s Blog" />
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<meta property="twitter:title" content="Chen Yang’s Blog" />
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<script type="application/ld+json">
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{"@context":"https://schema.org","@type":"WebPage","description":"Machine learning Engineer. Focusing on computer vision and natural language processing.","headline":"chenyang’s Blog","url":"http://localhost:4000/404.html"}</script>
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{"@context":"https://schema.org","@type":"WebPage","description":"Machine learning Engineer. Focusing on computer vision and natural language processing.","headline":"Chen Yang’s Blog","url":"http://localhost:4000/404.html"}</script>
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<!-- End Jekyll SEO tag -->
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<link rel="stylesheet" href="/assets/main.css"><link type="application/atom+xml" rel="alternate" href="http://localhost:4000/feed.xml" title="chenyang's Blog" /></head>
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<link rel="stylesheet" href="/assets/main.css"><link type="application/atom+xml" rel="alternate" href="http://localhost:4000/feed.xml" title="Chen Yang's Blog" /></head>
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<body><header class="site-header" role="banner">
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<div class="wrapper"><a class="site-title" rel="author" href="/">chenyang&#39;s Blog</a><nav class="site-nav">
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<div class="wrapper"><a class="site-title" rel="author" href="/">Chen Yang&#39;s Blog</a><nav class="site-nav">
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<input type="checkbox" id="nav-trigger" class="nav-trigger" />
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<label for="nav-trigger">
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<span class="menu-icon">
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<div class="wrapper">
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<h2 class="footer-heading">chenyang&#39;s Blog</h2>
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<h2 class="footer-heading">Chen Yang&#39;s Blog</h2>
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<div class="footer-col-wrapper">
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<div class="footer-col footer-col-1">
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<ul class="contact-list">
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<li class="p-name">chenyang&#39;s Blog</li><li><a class="u-email" href="mailto:[email protected]">[email protected]</a></li></ul>
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<li class="p-name">Chen Yang&#39;s Blog</li><li><a class="u-email" href="mailto:[email protected]">[email protected]</a></li></ul>
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</div>
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<div class="footer-col footer-col-2"><ul class="social-media-list"><li><a href="https://github.com/chenyangMl"><svg class="svg-icon"><use xlink:href="/assets/minima-social-icons.svg#github"></use></svg> <span class="username">chenyangMl</span></a></li><li><a href="https://www.twitter.com/cyang8050"><svg class="svg-icon"><use xlink:href="/assets/minima-social-icons.svg#twitter"></use></svg> <span class="username">cyang8050</span></a></li></ul>

‎_site/about/index.html

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<meta charset="utf-8">
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<meta http-equiv="X-UA-Compatible" content="IE=edge">
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<meta name="viewport" content="width=device-width, initial-scale=1"><!-- Begin Jekyll SEO tag v2.8.0 -->
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<title>About | chenyang’s Blog</title>
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<title>About | Chen Yang’s Blog</title>
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<meta name="generator" content="Jekyll v4.3.2" />
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<meta property="og:title" content="About" />
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<meta property="og:locale" content="en_US" />
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<meta name="description" content="Machine learning Engineer. Focusing on computer vision and natural language processing." />
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<meta property="og:description" content="Machine learning Engineer. Focusing on computer vision and natural language processing." />
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<link rel="canonical" href="http://localhost:4000/about/" />
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<meta property="og:url" content="http://localhost:4000/about/" />
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<meta property="og:site_name" content="chenyang’s Blog" />
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<meta property="og:site_name" content="Chen Yang’s Blog" />
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<meta property="og:type" content="website" />
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<meta name="twitter:card" content="summary" />
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<meta property="twitter:title" content="About" />
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<script type="application/ld+json">
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{"@context":"https://schema.org","@type":"WebSite","description":"Machine learning Engineer. Focusing on computer vision and natural language processing.","headline":"About","name":"chenyang’s Blog","url":"http://localhost:4000/about/"}</script>
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{"@context":"https://schema.org","@type":"WebSite","description":"Machine learning Engineer. Focusing on computer vision and natural language processing.","headline":"About","name":"Chen Yang’s Blog","url":"http://localhost:4000/about/"}</script>
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<!-- End Jekyll SEO tag -->
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<link rel="stylesheet" href="/assets/main.css"><link type="application/atom+xml" rel="alternate" href="http://localhost:4000/feed.xml" title="chenyang's Blog" /></head>
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<link rel="stylesheet" href="/assets/main.css"><link type="application/atom+xml" rel="alternate" href="http://localhost:4000/feed.xml" title="Chen Yang's Blog" /></head>
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<body><header class="site-header" role="banner">
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<div class="wrapper"><a class="site-title" rel="author" href="/">chenyang&#39;s Blog</a><nav class="site-nav">
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<div class="wrapper"><a class="site-title" rel="author" href="/">Chen Yang&#39;s Blog</a><nav class="site-nav">
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<input type="checkbox" id="nav-trigger" class="nav-trigger" />
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<label for="nav-trigger">
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<span class="menu-icon">
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</header>
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<div class="post-content">
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<p>This is the base Jekyll theme. You can find out more info about customizing your Jekyll theme, as well as basic Jekyll usage documentation at <a href="https://jekyllrb.com/">jekyllrb.com</a></p>
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<p>You can find the source code for Minima at GitHub:
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<a href="https://github.com/jekyll">jekyll</a> /
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<a href="https://github.com/jekyll/minima">minima</a></p>
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<p>You can find the source code for Jekyll at GitHub:
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<a href="https://github.com/jekyll">jekyll</a> /
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<a href="https://github.com/jekyll/jekyll">jekyll</a></p>
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<style>
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p {
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margin-bottom: 20px; /* 设置段落下方的外边距为20像素 */
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}
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h1 {
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font-size: 36px; /* 设置字体大小 */
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color: #333; /* 设置字体颜色 */
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text-align: left; /* 设置文本居中 */
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margin-bottom: 20px; /* 设置标题下方的外边距 */
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}
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</style>
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<p>👋 我是深度学习算法工程师一枚~ 😎 主要做AI算法研发，做过图像分割🖼️、识别👀，OCR文字提取📝，文本意图识别💭，NER实体识别🔍，LLM大型语言模型🗣️，ASR语音识别🎤和语音唤醒💤。</p>
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<h1> 开源项目简述 </h1>
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<p><a href="https://github.com/chenyangMl/llama2.c-zh">llama2.c-zh</a></p>
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<p>用于LLM的核心入门学习，包括LM中核心
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的Tokenizer的训练构建，LM的预训练语料的构建，训练一个小参数量的LM，LM在端侧的实践运行等。
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</p>
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<p><a href="https://github.com/chenyangMl/JointBERT-zh">JoinBERT-zh</a></p>
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<p>是一个中文意图识别和槽位填充方案，支持中文训练, 提供从数据合成到意图和槽位联合训练的完整流程。
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</p>
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<p><a href="https://github.com/chenyangMl/keyword-spot">keyword-spot</a></p>
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<p>
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是一套语音唤醒的端到端实现方案。包括1）模型训练，微调 2）模型转换 3）端侧模型推理运行等。
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</p>
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</div>
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<div class="wrapper">
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<h2 class="footer-heading">chenyang&#39;s Blog</h2>
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<h2 class="footer-heading">Chen Yang&#39;s Blog</h2>
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<div class="footer-col-wrapper">
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<div class="footer-col footer-col-1">
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<ul class="contact-list">
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<li class="p-name">chenyang&#39;s Blog</li><li><a class="u-email" href="mailto:[email protected]">[email protected]</a></li></ul>
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<li class="p-name">Chen Yang&#39;s Blog</li><li><a class="u-email" href="mailto:[email protected]">[email protected]</a></li></ul>
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</div>
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<div class="footer-col footer-col-2"><ul class="social-media-list"><li><a href="https://github.com/chenyangMl"><svg class="svg-icon"><use xlink:href="/assets/minima-social-icons.svg#github"></use></svg> <span class="username">chenyangMl</span></a></li><li><a href="https://www.twitter.com/cyang8050"><svg class="svg-icon"><use xlink:href="/assets/minima-social-icons.svg#twitter"></use></svg> <span class="username">cyang8050</span></a></li></ul>

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