{
  "schemaVersion": "bitshovel-editorial-review-v1",
  "id": "content-minimind-20260906",
  "signalId": "github-weekly-minimind",
  "originalUrl": "https://github.com/jingyaogong/minimind",
  "kind": "evidence-review",
  "reviewedAt": "2026-09-06T06:55:10.647Z",
  "before": {
    "id": "github-weekly-minimind",
    "banner": {
      "url": "/card-art/github-weekly-minimind-official.png",
      "credit": "GitHub OpenGraph 卡片 · jingyaogong/minimind",
      "license": "© jingyaogong/minimind · GitHub OpenGraph, embed intended"
    },
    "state": "new",
    "lane": "openSourceGrowth",
    "publishedAt": null,
    "observedAt": "2026-09-06T01:21:59.528Z",
    "originalUrl": "https://github.com/jingyaogong/minimind",
    "relatedSources": [
      {
        "label": {
          "zh": "GitHub 本周 Trending",
          "en": "GitHub weekly Trending"
        },
        "url": "https://github.com/trending?since=weekly"
      }
    ],
    "source": {
      "zh": "GitHub 周榜、官方 API 与 README",
      "en": "GitHub weekly chart, official API, and README"
    },
    "title": {
      "zh": "minimind 进入 GitHub 周榜第 5 位",
      "en": "minimind enters GitHub weekly chart at #5"
    },
    "summary": {
      "zh": "2026-09-06 GitHub 周榜观察中，jingyaogong/minimind 位列第 5、本周增加 3,649 Star，总计 58,794 Star。",
      "en": "GitHub's 2026-09-06 weekly chart lists jingyaogong/minimind at #5 with 3,649 stars for the week (58,794 total). 🧠 Train a 64M-parameter LLM from scratch in just 2h!"
    },
    "why": {
      "zh": "具体用途待核对。先阅读 README 的功能说明与最小示例，确认它解决的问题、输入输出和运行条件，再判断是否值得试用。周榜排名与 Star 只反映关注度，不能证明实际采用或使用效果。",
      "en": "The specific use remains unconfirmed. Read the README's feature description and smallest example to establish the problem, inputs, outputs and setup requirements before deciding whether to try it. Weekly rank and stars show attention, not evidence of real adoption or effectiveness."
    },
    "caveat": {
      "zh": "GitHub 周榜和 Star 只是关注度，不能证明采用质量、稳定性或商业价值；项目描述来自维护者自述。请回到原始仓库核实。",
      "en": "GitHub weekly chart and Star counts show attention only; the description is a maintainer self-description. Not proof of quality, adoption, or commercial value."
    },
    "timeline": [
      {
        "date": {
          "zh": "2026-09-06 周榜",
          "en": "2026-09-06 weekly chart"
        },
        "datetime": "2026-09-06T01:11:43.941Z",
        "summary": {
          "zh": "GitHub 本周 Trending 位列第 5，本周增加 3,649 Star。",
          "en": "GitHub weekly Trending ranked #5, recording 3,649 stars for the week."
        },
        "source": {
          "zh": "GitHub 本周 Trending 快照",
          "en": "GitHub weekly Trending snapshot"
        }
      }
    ],
    "followTarget": {
      "id": "repository:jingyaogong/minimind",
      "label": {
        "zh": "minimind",
        "en": "minimind"
      },
      "scope": {
        "zh": "仓库与公开发布状态",
        "en": "Repository and public release state"
      },
      "url": "https://github.com/jingyaogong/minimind",
      "updateMode": "editorial-watch"
    },
    "ingestion": {
      "mode": "editorial",
      "adapter": "github-trending-auto",
      "evidenceClass": "attention-signal"
    }
  },
  "after": {
    "source": {
      "zh": "MiniMind 项目文档；周榜为发现线索",
      "en": "MiniMind documentation; discovered through the weekly chart"
    },
    "title": {
      "zh": "MiniMind：拆开小模型的训练过程",
      "en": "MiniMind: learn how a small language model is trained"
    },
    "summary": {
      "zh": "MiniMind 提供约 64M 参数模型及预训练、监督微调等教学代码。项目所称“2 小时”，特指单张 RTX 3090 上监督微调一轮的记录。",
      "en": "MiniMind provides a roughly 64M-parameter model and training tutorials. Its “two hours” refers to one supervised fine-tuning epoch on a single RTX 3090."
    },
    "digest": {
      "zh": "适合想理解训练过程的人；先看示例与设备条件。",
      "en": "For learning the training process: start with examples and hardware requirements."
    },
    "why": {
      "zh": "想亲手理解模型训练，可从一个小练习入手：记录数据、参数和输出怎样影响结果。选择它的理由应是学习目标明确，而非上榜排名。",
      "en": "Use a small exercise to connect data, settings and outputs. Choose it for a clear learning goal, rather than its chart position."
    },
    "caveat": {
      "zh": "“2 小时”是维护者在特定条件下的记录，不含完整训练链路。本站未复现；Star 不能证明训练效果或生产适用性。",
      "en": "The timing is a maintainer report under specific conditions, not the full training workflow. We have not reproduced it; Star counts do not establish results or production suitability."
    }
  },
  "editorialReadiness": "decision-brief",
  "withdrawnSources": [],
  "withdrawnTimeline": [],
  "evidence": [
    {
      "type": "retained-official-page",
      "label": {
        "zh": "MiniMind 固定版本 README",
        "en": "MiniMind README at a pinned revision"
      },
      "url": "https://github.com/jingyaogong/minimind/blob/6fc918beb68a0d8c40452338df6319fe168014ba/README.md",
      "path": "app/_content/editorial-reviews/evidence/content-minimind-readme-20260906.json",
      "bytes": 628,
      "sha256": "6af01922d6276b4936df39adcbd29348ee527faed2c691e9d5558bc9129c43c1",
      "fetchedAt": "2026-09-06T06:53:08.486660Z"
    }
  ],
  "sourceAssessments": [
    {
      "url": "https://github.com/jingyaogong/minimind",
      "role": "direct-support",
      "scope": {
        "zh": "项目教学用途与耗时条件。",
        "en": "Teaching scope and timing conditions."
      },
      "limitations": {
        "zh": "维护者文档，未独立训练。",
        "en": "Maintainer documentation; no independent training run."
      },
      "evidenceUrls": [
        "https://github.com/jingyaogong/minimind/blob/6fc918beb68a0d8c40452338df6319fe168014ba/README.md"
      ]
    }
  ],
  "note": {
    "zh": "已阅读原始材料，补充具体用途与限制。保留收录和事件日期；编辑核查不代表本站实测。",
    "en": "Read source materials to clarify purpose and limits. Discovery and event dates are retained; editorial review is not an independent experiment."
  },
  "integrity": "1f5fe632578d8da64b6dfc4d882ad37f7b1afeb16fab1d17c0e3c297837e8a91"
}