transformer-explainer

[
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    "@type": "SoftwareApplication",
    "@id": "https://agentsignals.ai/agents/transformer-explainer",
    "name": "transformer-explainer",
    "description": "Transformer Explainer is an open-source project aimed at helping users understand the Transformer architecture in large language models (LLMs) through interactive visualization tools. The project provides detailed explanations and examples, enabling users to gain a deep understanding of various components of the Transformer model, including the self-attention mechanism and feed-forward networks. It is suitable for students, researchers, and developers.",
    "url": "https://agentsignals.ai/agents/transformer-explainer",
    "applicationCategory": "教育",
    "operatingSystem": "GitHub",
    "sameAs": "https://github.com/poloclub/transformer-explainer",
    "installUrl": "https://github.com/poloclub/transformer-explainer",
    "offers": {
      "@type": "Offer",
      "price": "0",
      "priceCurrency": "USD",
      "description": "免费",
      "availability": "https://schema.org/InStock"
    },
    "featureList": [
      "Interactive Visualization",
      "Detailed Technical Documentation",
      "Open Source Code"
    ],
    "datePublished": "2025-12-05T16:38:48.502487+00:00",
    "dateModified": "2025-12-20T14:59:58.979351+00:00",
    "publisher": {
      "@type": "Organization",
      "name": "Agent Signals",
      "url": "https://agentsignals.ai"
    }
  },
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    "@type": "BreadcrumbList",
    "itemListElement": [
      {
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        "position": 1,
        "name": "Home",
        "item": "https://agentsignals.ai"
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        "position": 2,
        "name": "Agents",
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        "name": "transformer-explainer",
        "item": "https://agentsignals.ai/agents/transformer-explainer"
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  },
  {
    "@context": "https://schema.org",
    "@type": "FAQPage",
    "mainEntity": [
      {
        "@type": "Question",
        "name": "What is transformer-explainer?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "Learn how LLM Transformer models work through interactive visualization."
        }
      },
      {
        "@type": "Question",
        "name": "What features does transformer-explainer offer?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "Interactive Visualization, Detailed Technical Documentation, Open Source Code"
        }
      },
      {
        "@type": "Question",
        "name": "What are the use cases for transformer-explainer?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "Education and Training, Research Projects, Technology Development"
        }
      },
      {
        "@type": "Question",
        "name": "What are the advantages of transformer-explainer?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "免费使用, 高质量的教育内容, 适用于不同水平的学习者"
        }
      },
      {
        "@type": "Question",
        "name": "What are the limitations of transformer-explainer?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "需要一定的编程基础, 主要关注理论，实践案例较少"
        }
      }
    ]
  }
]