uqlm

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    "name": "uqlm",
    "description": "UQLM (Uncertainty Quantification for Language Models) is a Python package designed to address the hallucination problem in language models through uncertainty quantification techniques. This toolkit provides a series of methods to evaluate and reduce inaccuracies and inconsistencies in the outputs of language models, thereby enhancing the reliability and usability of the models. UQLM is suitable for research and development environments, helping developers and researchers better understand and optimize language models.",
    "url": "https://agentsignals.ai/agents/uqlm",
    "applicationCategory": "研究",
    "operatingSystem": "GitHub",
    "sameAs": "https://github.com/cvs-health/uqlm",
    "installUrl": "https://github.com/cvs-health/uqlm",
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      "description": "免费",
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    "featureList": [
      "Uncertainty Quantification Techniques",
      "Hallucination Detection",
      "Python Package"
    ],
    "datePublished": "2025-12-05T17:17:29.847359+00:00",
    "dateModified": "2025-12-19T05:08:42.093977+00:00",
    "publisher": {
      "@type": "Organization",
      "name": "Agent Signals",
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    "mainEntity": [
      {
        "@type": "Question",
        "name": "What is uqlm?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "UQLM is a toolkit for quantifying uncertainty in language models, focusing on detecting hallucinations generated by the model."
        }
      },
      {
        "@type": "Question",
        "name": "What features does uqlm offer?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "Uncertainty Quantification Techniques, Hallucination Detection, Python Package"
        }
      },
      {
        "@type": "Question",
        "name": "What are the use cases for uqlm?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "Study the reliability of language models, Develop more accurate language model applications, Evaluate the quality of model outputs"
        }
      },
      {
        "@type": "Question",
        "name": "What are the advantages of uqlm?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "开源工具, 专注于提高模型准确性, 适用于研究和开发"
        }
      },
      {
        "@type": "Question",
        "name": "What are the limitations of uqlm?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "可能需要较高的技术背景, 特定领域应用可能有限"
        }
      }
    ]
  }
]