├── .gitignore ├── .python-version ├── .setup ├── README.md ├── conda │ ├── README.md │ └── common_issues.md └── images │ ├── build_tools_1.png │ ├── build_tools_2.png │ ├── build_tools_3.png │ ├── build_tools_4.png │ ├── cuda_is_available.PNG │ ├── error.png │ ├── error1.png │ ├── jupyter1.PNG │ ├── jupyter2.PNG │ ├── miniconda_linux.png │ ├── miniconda_windows.png │ └── pytorch.png ├── LICENSE ├── README.md ├── chapter01 ├── Chapter 1 - Introduction to Language Models.ipynb └── README.md ├── chapter02 ├── Chapter 2 - Tokens and Embeddings.ipynb └── README.md ├── chapter03 ├── Chapter 3 - Looking Inside Transformer LLMs.ipynb └── README.md ├── chapter04 ├── Chapter 4 - Text Classification.ipynb └── README.md ├── chapter05 ├── Chapter 5 - Text Clustering and Topic Modeling.ipynb └── README.md ├── chapter06 ├── Chapter 6 - Prompt Engineering.ipynb └── README.md ├── chapter07 ├── Chapter 7 - Advanced Text Generation Techniques and Tools.ipynb ├── Chapter 7 - langchain-and-langgraph-basic.ipynb └── README.md ├── chapter08 ├── Chapter 8 - Semantic Search.ipynb ├── README.md ├── agentic-rag │ ├── rl-based.py │ └── tool-based.py └── native-rag │ ├── knowledge_base.txt │ ├── step1-offline-process.py │ └── step2-online-rag.py ├── chapter09 ├── Chapter 9 - Multimodal Large Language Models.ipynb ├── README.md └── images │ ├── car.png │ ├── cat.png │ └── puppy.png ├── chapter10 ├── Chapter 10 - Creating Text Embedding Models.ipynb └── README.md ├── chapter11 ├── Chapter 11 - Fine-Tuning BERT.ipynb └── README.md ├── chapter12 ├── Chapter 12 - Fine-tuning Generation Models.ipynb └── README.md ├── dependencies.sh ├── environment.yml ├── images ├── book_cover.png ├── diffusion.png ├── mamba.png ├── quant.png └── toc.png ├── pyproject.toml ├── requirements.txt ├── requirements_min.txt └── uv.lock /.gitignore: -------------------------------------------------------------------------------- 1 | oryx-build-commands.txt 2 | 3 | .DS_Store 4 | chroma_db 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Models.ipynb -------------------------------------------------------------------------------- /chapter01/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bbruceyuan/Hands-On-Large-Language-Models-CN/HEAD/chapter01/README.md -------------------------------------------------------------------------------- /chapter02/Chapter 2 - Tokens and Embeddings.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bbruceyuan/Hands-On-Large-Language-Models-CN/HEAD/chapter02/Chapter 2 - Tokens and Embeddings.ipynb -------------------------------------------------------------------------------- /chapter02/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bbruceyuan/Hands-On-Large-Language-Models-CN/HEAD/chapter02/README.md 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