llms-from-scratch-cn

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    "name": "llms-from-scratch-cn",
    "description": "llms-from-scratch-cn is a beginner-oriented project aimed at building large language models (such as GLM4, Llama3, RWKV6) from scratch using Python code. The project not only provides detailed construction steps but also delves into the working principles of large models, making it suitable for researchers and developers who wish to gain a deeper understanding of large model technology.",
    "url": "https://agentsignals.ai/agents/llms-from-scratch-cn",
    "applicationCategory": "研究",
    "operatingSystem": "GitHub",
    "sameAs": "https://github.com/datawhalechina/llms-from-scratch-cn",
    "installUrl": "https://github.com/datawhalechina/llms-from-scratch-cn",
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      "price": "0",
      "priceCurrency": "USD",
      "description": "免费",
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    "featureList": [
      "Build Large Language Models from Scratch",
      "Delve into Model Principles",
      "Offer Multiple Model Construction Examples"
    ],
    "datePublished": "2025-12-05T17:01:06.469675+00:00",
    "dateModified": "2025-12-19T05:10:18.665229+00:00",
    "publisher": {
      "@type": "Organization",
      "name": "Agent Signals",
      "url": "https://agentsignals.ai"
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    "@type": "FAQPage",
    "mainEntity": [
      {
        "@type": "Question",
        "name": "What is llms-from-scratch-cn?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "Python Tutorial for Building Large Language Models from Scratch"
        }
      },
      {
        "@type": "Question",
        "name": "What features does llms-from-scratch-cn offer?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "Build Large Language Models from Scratch, Delve into Model Principles, Offer Multiple Model Construction Examples"
        }
      },
      {
        "@type": "Question",
        "name": "What are the use cases for llms-from-scratch-cn?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "Development of large language models, Education and training, Personal learning and projects"
        }
      },
      {
        "@type": "Question",
        "name": "What are the advantages of llms-from-scratch-cn?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "适合初学者, 涵盖多种模型, 代码和文档详尽"
        }
      },
      {
        "@type": "Question",
        "name": "What are the limitations of llms-from-scratch-cn?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "需要一定的编程基础, 模型训练可能需要较强的计算资源"
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