MoBA

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    "@id": "https://agentsignals.ai/agents/moba",
    "name": "MoBA",
    "description": "MoBA (Mixture of Block Attention) is an innovative attention mechanism designed to enhance the efficiency and performance of long-context language models (LLMs). By dividing the input into multiple blocks and applying a mixed attention strategy, MoBA can effectively reduce computational complexity while maintaining the model's expressive power. This mechanism is particularly suitable for applications that require processing large amounts of text data, such as document analysis and long-form text generation.",
    "url": "https://agentsignals.ai/agents/moba",
    "applicationCategory": "研究",
    "operatingSystem": "GitHub",
    "sameAs": "https://github.com/MoonshotAI/MoBA",
    "installUrl": "https://github.com/MoonshotAI/MoBA",
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      "price": "0",
      "priceCurrency": "USD",
      "description": "免费",
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    },
    "featureList": [
      "Reduce computational complexity",
      "Improve model efficiency",
      "Support long context"
    ],
    "datePublished": "2025-12-05T17:15:03.165813+00:00",
    "dateModified": "2025-12-19T05:09:47.379612+00:00",
    "publisher": {
      "@type": "Organization",
      "name": "Agent Signals",
      "url": "https://agentsignals.ai"
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    "@type": "FAQPage",
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      {
        "@type": "Question",
        "name": "What is MoBA?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "MoBA is a hybrid block attention mechanism designed for long-context LLMs."
        }
      },
      {
        "@type": "Question",
        "name": "What features does MoBA offer?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "Reduce computational complexity, Improve model efficiency, Support long context"
        }
      },
      {
        "@type": "Question",
        "name": "What are the use cases for MoBA?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "Document Analysis, Long Text Generation, Big Data Processing"
        }
      },
      {
        "@type": "Question",
        "name": "What are the advantages of MoBA?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "计算效率高, 适用于长上下文, 性能优越"
        }
      },
      {
        "@type": "Question",
        "name": "What are the limitations of MoBA?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "实现复杂, 需要大量训练数据"
        }
      }
    ]
  }
]