datawhalechina/hugging-llm resource

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3063 stars · 388 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

HuggingLLM is an open-source Chinese tutorial (the 'Butterfly Book') from Datawhale teaching the principles, usage, and application development of ChatGPT and large language models. It targets non-NLP or non-algorithm professionals with programming basics who want to build LLM-powered products using APIs like OpenAI's and Zhipu GLM.

Use cases

• learn how ChatGPT and LLM APIs work
• build applications on top of large language model APIs
• get started with LLM development without an NLP background
• learn to call Chinese LLM APIs like Zhipu GLM
• follow a structured course on ChatGPT usage with example code

When to choose

• you are a beginner or non-specialist wanting to apply LLMs in products
• you prefer Chinese-language tutorials with example code and videos
• you want practical API usage rather than algorithm internals

When to avoid

• you want to study underlying training algorithms like PPO or RLHF in depth
• you aim to build a ChatGPT-like model from scratch
• you need an English-language resource

Facets

learning-resource · maturity active

llm-inference prompt-engineering chatbot large-language-models tutorials artificial-intelligence education python chatgpt open-source-course datawhale chinese llm-applications ebook

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