Hands-On Large Language Models CN
A Chinese translation and companion notebooks for the book "Hands-On Large Language Models," covering tokenization, embeddings, classification, RAG, and fine-tuning with runnable code.
Hands-On Large Language Models CN is a Chinese-language edition of a book on practical large language model techniques. It adds more detailed Chinese code comments, some added explanation, and a Chinese-hosted notebook environment intended to be faster and more accessible from within China than the original's cloud notebooks.
Chapters cover tokens and embeddings, looking inside transformer models, text classification and clustering, prompt engineering, advanced text generation, semantic search and retrieval-augmented generation, multimodal models, training text-embedding models, and fine-tuning for classification, each with accompanying Chinese-language video walkthroughs for some chapters. Setup and environment guides are included for readers running the code locally.
It is distributed as Jupyter notebooks under the Apache License 2.0.