{
  "schema_version": "1.0",
  "id": "s9:https://github.com/Lordog/dive-into-llms",
  "slug": "dive-into-llms-0in62v5",
  "url": "https://feed7.dev/p/dive-into-llms-0in62v5",
  "title": "Lordog/dive-into-llms",
  "why_included": "A free, code-oriented Chinese curriculum spans model tuning, deployment, agents, alignment, security, and multimodal systems. It is useful as a broad learning map, but remains a work in progress.",
  "summary": "Dive into LLMs expands university course material into a free programming curriculum covering fine-tuning, deployment, model editing, watermarking, jailbreaks, RLHF, multimodal models, and agents. A **June 6, 2025** update added math reasoning, GUI agents, alignment, and steganography.",
  "practical_implication": "Use it as a structured map for learning the model and safety concepts behind agent systems, especially if Chinese-language slides, lab manuals, videos, and hands-on exercises fit your workflow. The newer development track is split into **beginner, intermediate, and advanced** levels.",
  "agent_context": "Dive into LLMs expands university course material into a free programming curriculum covering fine-tuning, deployment, model editing, watermarking, jailbreaks, RLHF, multimodal models, and agents. A **June 6, 2025** update added math reasoning, GUI agents, alignment, and steganography.\n\nUse it as a structured map for learning the model and safety concepts behind agent systems, especially if Chinese-language slides, lab manuals, videos, and hands-on exercises fit your workflow. The newer development track is split into **beginner, intermediate, and advanced** levels.\n\nThe maintainers describe the repository as an **ongoing project** based partly on contributor experience and internet material. They explicitly do not guarantee every technique is correct, so verify important claims independently.",
  "source": {
    "name": "GitHub",
    "url": "https://github.com/Lordog/dive-into-llms",
    "published_at": null
  },
  "source_class": "tool",
  "content_type": "GitHub Repo",
  "layer": "model",
  "domains": [
    "coding",
    "security"
  ],
  "topics": [
    "reasoning",
    "computer-use",
    "open-models"
  ],
  "verification": {
    "status": "needs_review",
    "label": "Needs Review",
    "method": "unverified",
    "verified_at": null
  },
  "uncertainty": [
    "The maintainers describe the repository as an **ongoing project** based partly on contributor experience and internet material. They explicitly do not guarantee every technique is correct, so verify important claims independently."
  ],
  "lifecycle": "Current",
  "published_at": null,
  "modified_at": null,
  "supersedes": [],
  "expires_at": null,
  "formats": {
    "html": "https://feed7.dev/p/dive-into-llms-0in62v5",
    "json": "https://feed7.dev/p/dive-into-llms-0in62v5.json",
    "markdown": "https://feed7.dev/p/dive-into-llms-0in62v5.md"
  }
}