# ranrango/foundations-of-llms architecture

> Architecture diagram of the GitHub repository ranrango/foundations-of-llms, generated by GitDiagram from its file tree, README and a sample of source files (last updated 2026-09-29). It is an AI-made overview: check details against the source.

- Interactive diagram: https://gitdiagram.com/ranrango/foundations-of-llms
- Repository: https://github.com/ranrango/foundations-of-llms

## Overview

This repository is an educational resource for learning large language models, with a six-chapter Chinese textbook, an English edition, classic-paper references, and dated research-update articles. The principal workflow is for a reader to study the complete book or its individual chapters; readers can also consult paper lists and weekly updates to follow related and emerging work. The README documents the book’s chapter topics and the paper-list collection, but no source excerpts were provided, so the graph represents documented content access rather than internal processing.

Main entry points: [`大模型经典论文列表`](https://github.com/ranrango/foundations-of-llms/tree/main/%E5%A4%A7%E6%A8%A1%E5%9E%8B%E7%BB%8F%E5%85%B8%E8%AE%BA%E6%96%87%E5%88%97%E8%A1%A8) (Classic Papers), [`《大模型基础》教材/《大模型基础》分章节内容/第1章 语言模型基础.pdf`](https://github.com/ranrango/foundations-of-llms/blob/main/%E3%80%8A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%E3%80%8B%E6%95%99%E6%9D%90/%E3%80%8A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%E3%80%8B%E5%88%86%E7%AB%A0%E8%8A%82%E5%86%85%E5%AE%B9/%E7%AC%AC1%E7%AB%A0%20%E8%AF%AD%E8%A8%80%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80.pdf) (Language Models), [`《大模型基础》教材/《大模型基础》分章节内容/第2章 大语言模型架构.pdf`](https://github.com/ranrango/foundations-of-llms/blob/main/%E3%80%8A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%E3%80%8B%E6%95%99%E6%9D%90/%E3%80%8A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%E3%80%8B%E5%88%86%E7%AB%A0%E8%8A%82%E5%86%85%E5%AE%B9/%E7%AC%AC2%E7%AB%A0%20%E5%A4%A7%E8%AF%AD%E8%A8%80%E6%A8%A1%E5%9E%8B%E6%9E%B6%E6%9E%84.pdf) (LLM Architectures), [`《大模型基础》教材/《大模型基础》分章节内容/第3章 Prompt 工程.pdf`](https://github.com/ranrango/foundations-of-llms/blob/main/%E3%80%8A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%E3%80%8B%E6%95%99%E6%9D%90/%E3%80%8A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%E3%80%8B%E5%88%86%E7%AB%A0%E8%8A%82%E5%86%85%E5%AE%B9/%E7%AC%AC3%E7%AB%A0%20Prompt%20%E5%B7%A5%E7%A8%8B.pdf) (Prompt Engineering)

## Diagram (Mermaid)

```mermaid
flowchart TD

subgraph group_textbook["Textbook"]
  node_book_pdf["Complete Textbook<br/>[大模型基础 完整版.pdf]"]
  node_ch1["Language Models<br/>[第1章 语言模型基础.pdf]"]
  node_ch2["LLM Architectures<br/>[第2章 大语言模型架构.pdf]"]
  node_ch3["Prompt Engineering<br/>[第3章 Prompt 工程.pdf]"]
  node_ch4["Parameter Tuning<br/>[第4章 参数高效微调.pdf]"]
  node_ch5["Model Editing<br/>[第5章 模型编辑.pdf]"]
  node_ch6["RAG<br/>[第6章 检索增强生成.pdf]"]
  node_english["English Edition"]
end

subgraph group_research["Research Updates"]
  node_weekly["Weekly Reports"]
end

subgraph group_references["Paper References"]
  node_classic["Classic Papers"]
end

node_reader(("Reader"))

node_reader -->|"reads"| node_book_pdf
node_reader -->|"reads"| node_ch1
node_reader -->|"reads"| node_ch2
node_reader -->|"reads"| node_ch3
node_reader -->|"reads"| node_ch4
node_reader -->|"reads"| node_ch5
node_reader -->|"reads"| node_ch6
node_reader -->|"reads"| node_english
node_reader -->|"browses"| node_weekly
node_reader -->|"consults"| node_classic
node_ch1 -.->|"related papers"| node_classic
node_ch2 -.->|"related papers"| node_classic
node_ch3 -.->|"related papers"| node_classic
node_ch4 -.->|"related papers"| node_classic
node_ch5 -.->|"related papers"| node_classic
node_ch6 -.->|"related papers"| node_classic

click node_book_pdf "https://github.com/ranrango/foundations-of-llms/blob/main/%E3%80%8A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%E3%80%8B%E6%95%99%E6%9D%90/%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%20%E5%AE%8C%E6%95%B4%E7%89%88.pdf"
click node_ch1 "https://github.com/ranrango/foundations-of-llms/blob/main/%E3%80%8A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%E3%80%8B%E6%95%99%E6%9D%90/%E3%80%8A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%E3%80%8B%E5%88%86%E7%AB%A0%E8%8A%82%E5%86%85%E5%AE%B9/%E7%AC%AC1%E7%AB%A0%20%E8%AF%AD%E8%A8%80%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80.pdf"
click node_ch2 "https://github.com/ranrango/foundations-of-llms/blob/main/%E3%80%8A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%E3%80%8B%E6%95%99%E6%9D%90/%E3%80%8A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%E3%80%8B%E5%88%86%E7%AB%A0%E8%8A%82%E5%86%85%E5%AE%B9/%E7%AC%AC2%E7%AB%A0%20%E5%A4%A7%E8%AF%AD%E8%A8%80%E6%A8%A1%E5%9E%8B%E6%9E%B6%E6%9E%84.pdf"
click node_ch3 "https://github.com/ranrango/foundations-of-llms/blob/main/%E3%80%8A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%E3%80%8B%E6%95%99%E6%9D%90/%E3%80%8A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%E3%80%8B%E5%88%86%E7%AB%A0%E8%8A%82%E5%86%85%E5%AE%B9/%E7%AC%AC3%E7%AB%A0%20Prompt%20%E5%B7%A5%E7%A8%8B.pdf"
click node_ch4 "https://github.com/ranrango/foundations-of-llms/blob/main/%E3%80%8A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%E3%80%8B%E6%95%99%E6%9D%90/%E3%80%8A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%E3%80%8B%E5%88%86%E7%AB%A0%E8%8A%82%E5%86%85%E5%AE%B9/%E7%AC%AC4%E7%AB%A0%20%E5%8F%82%E6%95%B0%E9%AB%98%E6%95%88%E5%BE%AE%E8%B0%83.pdf"
click node_ch5 "https://github.com/ranrango/foundations-of-llms/blob/main/%E3%80%8A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%E3%80%8B%E6%95%99%E6%9D%90/%E3%80%8A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%E3%80%8B%E5%88%86%E7%AB%A0%E8%8A%82%E5%86%85%E5%AE%B9/%E7%AC%AC5%E7%AB%A0%20%E6%A8%A1%E5%9E%8B%E7%BC%96%E8%BE%91.pdf"
click node_ch6 "https://github.com/ranrango/foundations-of-llms/blob/main/%E3%80%8A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%E3%80%8B%E6%95%99%E6%9D%90/%E3%80%8A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%E3%80%8B%E5%88%86%E7%AB%A0%E8%8A%82%E5%86%85%E5%AE%B9/%E7%AC%AC6%E7%AB%A0%20%E6%A3%80%E7%B4%A2%E5%A2%9E%E5%BC%BA%E7%94%9F%E6%88%90.pdf"
click node_english "https://github.com/ranrango/foundations-of-llms/blob/main/Foundations_of_LLMs(English_version)/Foundation_of_LLMs.pdf"
click node_weekly "https://github.com/ranrango/foundations-of-llms/tree/main/Arxiv%20%E4%B8%80%E5%91%A8%E8%BF%9B%E5%B1%95%E6%8A%A5%E5%91%8A%EF%BC%88%E5%A4%A7%E6%A8%A1%E5%9E%8B%E6%96%B9%E5%90%91%EF%BC%89"
click node_classic "https://github.com/ranrango/foundations-of-llms/tree/main/%E5%A4%A7%E6%A8%A1%E5%9E%8B%E7%BB%8F%E5%85%B8%E8%AE%BA%E6%96%87%E5%88%97%E8%A1%A8"

classDef toneNeutral fill:#f8fafc,stroke:#334155,stroke-width:1.5px,color:#0f172a
classDef toneBlue fill:#dbeafe,stroke:#2563eb,stroke-width:1.5px,color:#172554
classDef toneAmber fill:#fef3c7,stroke:#d97706,stroke-width:1.5px,color:#78350f
classDef toneMint fill:#dcfce7,stroke:#16a34a,stroke-width:1.5px,color:#14532d
classDef toneRose fill:#ffe4e6,stroke:#e11d48,stroke-width:1.5px,color:#881337
classDef toneIndigo fill:#e0e7ff,stroke:#4f46e5,stroke-width:1.5px,color:#312e81
classDef toneTeal fill:#ccfbf1,stroke:#0f766e,stroke-width:1.5px,color:#134e4a
class node_book_pdf,node_ch1,node_ch2,node_ch3,node_ch4,node_ch5,node_ch6,node_english toneBlue
class node_weekly toneAmber
class node_classic toneMint
class node_reader toneIndigo
```

## Components

### Textbook

- [Complete Textbook](https://github.com/ranrango/foundations-of-llms/blob/main/%E3%80%8A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%E3%80%8B%E6%95%99%E6%9D%90/%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%20%E5%AE%8C%E6%95%B4%E7%89%88.pdf): `《大模型基础》教材/大模型基础 完整版.pdf`
- [Language Models](https://github.com/ranrango/foundations-of-llms/blob/main/%E3%80%8A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%E3%80%8B%E6%95%99%E6%9D%90/%E3%80%8A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%E3%80%8B%E5%88%86%E7%AB%A0%E8%8A%82%E5%86%85%E5%AE%B9/%E7%AC%AC1%E7%AB%A0%20%E8%AF%AD%E8%A8%80%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80.pdf): `《大模型基础》教材/《大模型基础》分章节内容/第1章 语言模型基础.pdf`
- [LLM Architectures](https://github.com/ranrango/foundations-of-llms/blob/main/%E3%80%8A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%E3%80%8B%E6%95%99%E6%9D%90/%E3%80%8A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%E3%80%8B%E5%88%86%E7%AB%A0%E8%8A%82%E5%86%85%E5%AE%B9/%E7%AC%AC2%E7%AB%A0%20%E5%A4%A7%E8%AF%AD%E8%A8%80%E6%A8%A1%E5%9E%8B%E6%9E%B6%E6%9E%84.pdf): `《大模型基础》教材/《大模型基础》分章节内容/第2章 大语言模型架构.pdf`
- [Prompt Engineering](https://github.com/ranrango/foundations-of-llms/blob/main/%E3%80%8A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%E3%80%8B%E6%95%99%E6%9D%90/%E3%80%8A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%E3%80%8B%E5%88%86%E7%AB%A0%E8%8A%82%E5%86%85%E5%AE%B9/%E7%AC%AC3%E7%AB%A0%20Prompt%20%E5%B7%A5%E7%A8%8B.pdf): `《大模型基础》教材/《大模型基础》分章节内容/第3章 Prompt 工程.pdf`
- [Parameter Tuning](https://github.com/ranrango/foundations-of-llms/blob/main/%E3%80%8A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%E3%80%8B%E6%95%99%E6%9D%90/%E3%80%8A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%E3%80%8B%E5%88%86%E7%AB%A0%E8%8A%82%E5%86%85%E5%AE%B9/%E7%AC%AC4%E7%AB%A0%20%E5%8F%82%E6%95%B0%E9%AB%98%E6%95%88%E5%BE%AE%E8%B0%83.pdf): `《大模型基础》教材/《大模型基础》分章节内容/第4章 参数高效微调.pdf`
- [Model Editing](https://github.com/ranrango/foundations-of-llms/blob/main/%E3%80%8A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%E3%80%8B%E6%95%99%E6%9D%90/%E3%80%8A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%E3%80%8B%E5%88%86%E7%AB%A0%E8%8A%82%E5%86%85%E5%AE%B9/%E7%AC%AC5%E7%AB%A0%20%E6%A8%A1%E5%9E%8B%E7%BC%96%E8%BE%91.pdf): `《大模型基础》教材/《大模型基础》分章节内容/第5章 模型编辑.pdf`
- [RAG](https://github.com/ranrango/foundations-of-llms/blob/main/%E3%80%8A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%E3%80%8B%E6%95%99%E6%9D%90/%E3%80%8A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%9F%BA%E7%A1%80%E3%80%8B%E5%88%86%E7%AB%A0%E8%8A%82%E5%86%85%E5%AE%B9/%E7%AC%AC6%E7%AB%A0%20%E6%A3%80%E7%B4%A2%E5%A2%9E%E5%BC%BA%E7%94%9F%E6%88%90.pdf): `《大模型基础》教材/《大模型基础》分章节内容/第6章 检索增强生成.pdf`
- [English Edition](https://github.com/ranrango/foundations-of-llms/blob/main/Foundations_of_LLMs(English_version)/Foundation_of_LLMs.pdf): `Foundations_of_LLMs(English_version)/Foundation_of_LLMs.pdf`

### Research Updates

- [Weekly Reports](https://github.com/ranrango/foundations-of-llms/tree/main/Arxiv%20%E4%B8%80%E5%91%A8%E8%BF%9B%E5%B1%95%E6%8A%A5%E5%91%8A%EF%BC%88%E5%A4%A7%E6%A8%A1%E5%9E%8B%E6%96%B9%E5%90%91%EF%BC%89): `Arxiv 一周进展报告（大模型方向）`

### Paper References

- [Classic Papers](https://github.com/ranrango/foundations-of-llms/tree/main/%E5%A4%A7%E6%A8%A1%E5%9E%8B%E7%BB%8F%E5%85%B8%E8%AE%BA%E6%96%87%E5%88%97%E8%A1%A8): `大模型经典论文列表`

### Other components

- **Reader**

## Connections

- Reader → Complete Textbook: reads
- Reader → Language Models: reads
- Reader → LLM Architectures: reads
- Reader → Prompt Engineering: reads
- Reader → Parameter Tuning: reads
- Reader → Model Editing: reads
- Reader → RAG: reads
- Reader → English Edition: reads
- Reader → Weekly Reports: browses
- Reader → Classic Papers: consults
- Language Models → Classic Papers: related papers
- LLM Architectures → Classic Papers: related papers
- Prompt Engineering → Classic Papers: related papers
- Parameter Tuning → Classic Papers: related papers
- Model Editing → Classic Papers: related papers
- RAG → Classic Papers: related papers