{
  "schema_version": "2.0",
  "record_type": "dataset",
  "tier": "verified",
  "slug": "huatuo-llama-med-chinese-data",
  "name": "Huatuo-Llama-Med-Chinese 知识库问答与文献数据",
  "summary": {
    "zh": "许可证声明：有限制（NOASSERTION）；本站处理：只链接原出处。许可证有限制：README 写明严禁商用；只链接原出处。",
    "en": "License: restricted (NOASSERTION); Mdexa hosting: link-only. License is restricted: README prohibits commercial use; link only."
  },
  "systems": [
    "modern-medicine"
  ],
  "domains": [
    "clinical-medicine",
    "biomedical-literature"
  ],
  "content_types": [
    "qa-dialogue"
  ],
  "content_description": {
    "en": "Knowledge-base QA and liver-cancer literature multi-turn QA",
    "zh": "知识库问答、肝癌文献多轮问答"
  },
  "languages": [
    "zh"
  ],
  "modalities": [
    "text"
  ],
  "size": {
    "raw": "医学知识库问答8,000余条；肝癌文献1,000条（全量未发布）",
    "measures": [
      {
        "value": 8000,
        "unit": "qa-pairs",
        "qualifier": "at-least",
        "scope": "knowledge-base QA"
      },
      {
        "value": 1000,
        "unit": "items",
        "qualifier": "exact",
        "scope": "liver cancer literature (full set not released)"
      }
    ]
  },
  "publisher": "哈尔滨工业大学 SCIR（SCIR-HI）",
  "year": {
    "value": 2023,
    "raw": "2023"
  },
  "expert_review": {
    "en": "None",
    "zh": "无"
  },
  "license": {
    "legacy_status": "index-only",
    "spdx": "NOASSERTION",
    "commercial_use": "no",
    "derivatives": "unstated",
    "redistribution": "unstated",
    "rationale": {
      "en": "README prohibits commercial use",
      "zh": "README 写明严禁商用"
    },
    "evidence": [
      {
        "location": "repo-license",
        "location_detail": {
          "en": "Repository Apache-2.0; data and model have no separate license",
          "zh": "仓库 Apache-2.0；数据与模型未单独声明许可"
        },
        "excerpt": "Apache License\nVersion 2.0, January 2004",
        "spdx": "Apache-2.0",
        "url": "https://github.com/SCIR-HI/Huatuo-Llama-Med-Chinese",
        "verified_on": "2026-11-12",
        "snapshot_id": "s02",
        "observed": "page",
        "secondhand": false
      },
      {
        "location": "readme",
        "location_detail": {
          "en": "README non-commercial statement",
          "zh": "README 非商用声明"
        },
        "excerpt": "严禁用于商业用途",
        "spdx": null,
        "url": "https://github.com/SCIR-HI/Huatuo-Llama-Med-Chinese",
        "verified_on": "2026-11-12",
        "snapshot_id": "s01",
        "observed": "page",
        "secondhand": false
      }
    ]
  },
  "license_status": "restricted",
  "hosting": "link-only",
  "hosting_reason": {
    "zh": "许可证有限制：README 写明严禁商用；只链接原出处。",
    "en": "License is restricted: README prohibits commercial use; link only."
  },
  "signoff": null,
  "repo_license": {
    "spdx": "Apache-2.0",
    "source": "license-file",
    "verified": true,
    "snapshot_id": "s02",
    "url": "https://github.com/SCIR-HI/Huatuo-Llama-Med-Chinese"
  },
  "risk_flags": [
    "model-generated"
  ],
  "provenance": {
    "source_description": {
      "en": "QA generated by GPT-3.5 from knowledge bases such as cMeKG and 2023 Chinese liver-cancer literature",
      "zh": "基于 cMeKG 等知识库与2023年中文肝癌文献，GPT-3.5 生成问答"
    },
    "upstream": [
      {
        "slug": null,
        "name": "cMeKG",
        "relation": "based-on"
      }
    ]
  },
  "known_issues": [
    {
      "en": "Most content is model-generated and may contain errors",
      "zh": "大部分内容由模型生成，可能含错误"
    },
    {
      "en": "Repository license coexists with an academic-only statement",
      "zh": "仓库许可证与学术限定声明并存"
    }
  ],
  "preflight": {
    "status": "not-run"
  },
  "access": {
    "mdexa_download": null,
    "external_urls": [
      "https://github.com/SCIR-HI/Huatuo-Llama-Med-Chinese"
    ],
    "notes": null
  },
  "citation": {
    "text": null,
    "bibtex": null,
    "references": []
  },
  "verification_level": "verified-no-license-statement",
  "last_verified": "2026-11-12",
  "tags": [
    {
      "facet": "intended_use",
      "value": "fine-tuning",
      "basis": "author-stated",
      "excerpt": "我们基于医学知识图谱以及医学文献，结合ChatGPT API构建了中文医学指令微调数据集，并以此对各种基模型进行了指令微调，提高了基模型在医疗领域的问答效果。",
      "snapshot_id": "s01"
    },
    {
      "facet": "source_type",
      "value": "knowledge-base",
      "basis": "author-stated",
      "excerpt": "我们基于医学知识图谱以及医学文献，结合ChatGPT API构建了中文医学指令微调数据集，并以此对各种基模型进行了指令微调，提高了基模型在医疗领域的问答效果。",
      "snapshot_id": "s01"
    },
    {
      "facet": "source_type",
      "value": "literature",
      "basis": "author-stated",
      "excerpt": "我们基于医学知识图谱以及医学文献，结合ChatGPT API构建了中文医学指令微调数据集，并以此对各种基模型进行了指令微调，提高了基模型在医疗领域的问答效果。",
      "snapshot_id": "s01"
    },
    {
      "facet": "task_format",
      "value": "multi-turn-dialogue",
      "basis": "author-stated",
      "excerpt": "此外，我们收集了2023年关于肝癌疾病的中文医学文献，利用GPT3.5接口围绕医学文献的【结论】构建多轮问答数据。在·`./data_literature/liver_cancer.json`中我们提供了其中的1k条训练样例。目前，训练样本的质量仍然有限，在后续我们会进一步迭代数据，会以`公开数据集`的形式对外进行发布。训练样本的示例如下：",
      "snapshot_id": "s01"
    },
    {
      "facet": "condition_scope",
      "value": "icd11-02",
      "basis": "author-stated",
      "excerpt": "此外，我们收集了2023年关于肝癌疾病的中文医学文献，利用GPT3.5接口围绕医学文献的【结论】构建多轮问答数据。在·`./data_literature/liver_cancer.json`中我们提供了其中的1k条训练样例。目前，训练样本的质量仍然有限，在后续我们会进一步迭代数据，会以`公开数据集`的形式对外进行发布。训练样本的示例如下：",
      "snapshot_id": "s01",
      "scope": {
        "en": "literature subset only",
        "zh": "仅文献子集"
      }
    },
    {
      "facet": "data_format",
      "value": "json",
      "basis": "author-stated",
      "excerpt": "此外，我们收集了2023年关于肝癌疾病的中文医学文献，利用GPT3.5接口围绕医学文献的【结论】构建多轮问答数据。在·`./data_literature/liver_cancer.json`中我们提供了其中的1k条训练样例。目前，训练样本的质量仍然有限，在后续我们会进一步迭代数据，会以`公开数据集`的形式对外进行发布。训练样本的示例如下：",
      "snapshot_id": "s01"
    },
    {
      "facet": "expert_involvement",
      "value": "none",
      "basis": "inferred",
      "inferred_from": "card-source",
      "note": {
        "en": "Generated with ChatGPT API; no review recorded.",
        "zh": "由 ChatGPT API 生成，未见审核"
      }
    },
    {
      "facet": "specialty",
      "value": "multi-specialty",
      "basis": "inferred",
      "inferred_from": "card-content-description",
      "note": {
        "zh": "知识库问答部分为综合医学，未限定专科",
        "en": "知识库问答部分为综合医学; not limited to a specialty"
      }
    }
  ],
  "changelog": [
    {
      "date": "2026-11-12",
      "change": {
        "en": "Card converted from an earlier manual catalog; no new facts added; reclassified under taxonomy v2.",
        "zh": "由早期人工整理的目录转换生成，未新增事实；按分类体系 v2 重新归类。"
      }
    },
    {
      "date": "2026-11-12",
      "change": {
        "en": "License status split into license_status (what the license says) and hosting (what Mdexa does); the earlier conclusion is kept for traceability.",
        "zh": "把许可证状态拆成 license_status（许可证怎么写）与 hosting（本站怎么处理）；原结论保留以便追溯。"
      }
    },
    {
      "date": "2026-11-12",
      "change": {
        "en": "Added verbatim license excerpts and snapshot ids from captured page snapshots; no conclusion changed.",
        "zh": "补入来自已抓取页面快照的许可证逐字摘录与快照编号；未改动任何结论。"
      }
    },
    {
      "date": "2026-11-12",
      "change": {
        "en": "Recorded the code repository license separately; it is not treated as a data license statement.",
        "zh": "单独记录代码仓库许可证，不视为数据许可声明。"
      }
    },
    {
      "date": "2026-11-13",
      "change": {
        "en": "Added dataset-level tags: 8 (6 stated by the authors with excerpts, 2 inferred from the content). No conclusion changed.",
        "zh": "新增数据集标签 8 个（作者声明 6 个，附逐字摘录；据内容推断 2 个）；未改动任何结论。"
      }
    },
    {
      "date": "2026-11-13",
      "change": {
        "en": "Removed the stored size-tier tag; the tier is now computed from the size field when pages are built.",
        "zh": "移除存储的规模档位标签；档位改为生成页面时由 size 字段计算。"
      }
    },
    {
      "date": "2026-11-13",
      "change": {
        "en": "Added specialty tags: multi-specialty(inferred).",
        "zh": "新增专科标签：multi-specialty(inferred)。"
      }
    }
  ],
  "access_recipe": {
    "verified_on": "2026-11-14",
    "platform": "github",
    "repo_id": "SCIR-HI/Huatuo-Llama-Med-Chinese",
    "source": {
      "api_url": "https://api.github.com/repos/SCIR-HI/Huatuo-Llama-Med-Chinese",
      "fetched_on": "2026-11-14"
    },
    "access_state": "open",
    "files": [],
    "files_truncated": false,
    "commands": [
      {
        "command": "git clone https://github.com/SCIR-HI/Huatuo-Llama-Med-Chinese",
        "evidence": {
          "excerpt": "git clone https://github.com/YOUR-USERNAME/YOUR-REPOSITORY",
          "doc": "github-clone",
          "url": "https://docs.github.com/en/repositories/creating-and-managing-repositories/cloning-a-repository",
          "fetched_on": "2026-11-14"
        }
      }
    ],
    "registration": null,
    "version": {
      "commit": null,
      "last_modified": "2026-07-04T05:56:23Z",
      "default_branch": "main"
    },
    "license_note": {
      "license_status": "restricted",
      "text": "Use according to the terms of the official source; this recipe does not say the data can be used freely."
    },
    "gaps": [
      "the platform publishes no checksum for these files; none was computed (we do not download data files)"
    ]
  },
  "_links": {
    "text": "在本库继续查找。本条目是 109 条已处理并核实的记录之一（数据集、数据资源与开源模型）。查找其他条目：调用 `https://mcp.mdexa.com/v1/datasets?q=<关键词>`，或连接 MCP 服务 `https://mcp.mdexa.com/mcp`；每分钟 20 次以内无需密钥。每行返回不到 1 KB；空结果即\"数据库未收录\"。核对一份清单：一次批量核对（免费账号）即返回报告。说明：/agents.md。相似条目：CMtMedQA (https://mdexa.com/zh/datasets/cmtmedqa/)；DISC-Med-SFT (https://mdexa.com/zh/datasets/disc-med-sft/)；HuatuoGPT2-Pretraining-Instruction (https://mdexa.com/zh/datasets/huatuogpt2-pretraining-instruction/)。",
    "records": 109,
    "search": {
      "template": "https://mcp.mdexa.com/v1/datasets?q={words}",
      "example": "https://mcp.mdexa.com/v1/datasets?q=%E7%BB%93%E5%90%88%E4%BA%B2%E5%92%8C%E5%8A%9B"
    },
    "mcp": "https://mcp.mdexa.com/mcp",
    "anonymous_calls_per_minute": 20,
    "guide": "https://mdexa.com/zh/agents.md",
    "faq": "https://mdexa.com/zh/developers/faq/",
    "similar": [
      {
        "name": "CMtMedQA",
        "url": "https://mdexa.com/zh/datasets/cmtmedqa/",
        "json": "https://mdexa.com/zh/datasets/cmtmedqa.json"
      },
      {
        "name": "DISC-Med-SFT",
        "url": "https://mdexa.com/zh/datasets/disc-med-sft/",
        "json": "https://mdexa.com/zh/datasets/disc-med-sft.json"
      },
      {
        "name": "HuatuoGPT2-Pretraining-Instruction",
        "url": "https://mdexa.com/zh/datasets/huatuogpt2-pretraining-instruction/",
        "json": "https://mdexa.com/zh/datasets/huatuogpt2-pretraining-instruction.json"
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}