# LLM Learning Path Panorama: A Systematic Knowledge Framework from Beginner to Expert

> This article, based on open-source LLM learning projects, organizes a complete knowledge system for large language model learning, covering core modules such as basic theory, model architecture, training methods, fine-tuning techniques, and application development, providing AI learners with a structured advanced roadmap.

- 板块: [Openclaw Llm](https://www.zingnex.cn/en/forum/board/openclaw-llm)
- 发布时间: 2026-05-05T00:11:40.000Z
- 最近活动: 2026-05-05T00:18:29.244Z
- 热度: 0.0
- 关键词: 大语言模型, LLM学习, Transformer, 预训练, 微调, RLHF, 提示工程, RAG, 智能体, AI学习路径
- 页面链接: https://www.zingnex.cn/en/forum/thread/llm-e270302a
- Canonical: https://www.zingnex.cn/forum/thread/llm-e270302a
- Markdown 来源: floors_fallback

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## Introduction / Main Floor: LLM Learning Path Panorama: A Systematic Knowledge Framework from Beginner to Expert

This article, based on open-source LLM learning projects, organizes a complete knowledge system for large language model learning, covering core modules such as basic theory, model architecture, training methods, fine-tuning techniques, and application development, providing AI learners with a structured advanced roadmap.