How lordog/dive-into-llms works
This repository is a free, hands-on educational tutorial series, not an application with a shared runtime. Learners use each chapter’s guide and notebook to explore a topic and carry out its practical exercises. The chapters cover model adaptation and prompting, editing and reasoning, multimodal and agent capabilities, and safety and alignment. The README also documents a separate Ascend-focused course hosted by the Huawei community. Chapter relationships below reflect the documented curriculum, not inferred calls between notebooks; notebook internals were not sampled.
Main entry points: chapter1/README.md Fine-tuning and deployment · chapter2/README.md Prompting and reasoning · chapter3/README.md Knowledge editing · chapter4/README.md Math reasoning
Components 13
Model practice
- Fine-tuning and deployment
documents/chapter1/README.md - Prompting and reasoning
documents/chapter2/README.md - Knowledge editing
documents/chapter3/README.md - Math reasoning
documents/chapter4/README.md
Model capabilities
- Model watermarking
documents/chapter5/README.md - LLM steganography
documents/chapter7/README.md - Multimodal models
documents/chapter8/README.md - GUI agents
documents/chapter9/README.md
Safety and alignment
- Jailbreak attacks
documents/chapter6/README.md - Agent safety
documents/chapter10/README.md - RLHF safety alignment
documents/chapter11/README.md
Other components
- Learner
- Ascend development course
Connections 12
- Learner → Fine-tuning and deployment: studies and practices
- Learner → Prompting and reasoning: studies and practices
- Learner → Knowledge editing: studies and practices
- Learner → Math reasoning: studies and practices
- Learner → Model watermarking: studies and practices
- Learner → Jailbreak attacks: studies and practices
- Learner → LLM steganography: studies and practices
- Learner → Multimodal models: studies and practices
- Learner → GUI agents: studies and practices
- Learner → Agent safety: studies and practices
- Learner → RLHF safety alignment: studies and practices
- Learner → Ascend development course: accesses course