ManningBooks
Hugging face in Action (Manning)
Hugging Face in Action reveals how to get the absolute best out of everything Hugging Face, from accessing state-of-the-art models to building intuitive frontends for AI apps.
Wei-Meng Lee
Hugging Face in Action walks through the Hugging Face ecosystem as it actually shows up in real projects. Not just models, but datasets, training workflows, application layers, and deployment paths. If you’ve ever felt that Hugging Face is powerful but sprawling, this book is meant to help you make sense of it end to end.
The book shows how to work with transformers and pipelines for NLP, apply Hugging Face tools to computer vision, and handle datasets without turning data prep into a side quest. It also covers building LLM-based applications using tools many teams are already experimenting with, including LangChain, LlamaIndex, Gradio, and local setups like GPT4ALL.
What makes it useful is the project focus. You build things: an object detection model, a retrieval-augmented Q&A app, an LLM-powered chatbot, and simple web interfaces that let people actually use what you’ve built. Along the way, the book explains why each piece exists and when it makes sense to use it.
If you’re working in Python and want to move from “I can load a model” to “I can ship an AI-backed application,” this book was written with you in mind.
- Full details: Hugging Face in Action - Wei-Meng Lee
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