Other versions by this Author
Everything you need to know about using the tools, libraries, and models at Hugging Face—from transformers, to RAG, LangChain, and Gradio.
Hugging Face is the ultimate resource for machine learning engineers and AI developers. It provides hundreds of pretrained and open source models for dozens of different domains—from natural language processing to computer vision. Plus, you’ll find a popular platform for hosting your models and datasets. 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.
With Hugging Face in Action you’ll learn:
• Utilizing Hugging Face Transformers and Pipelines for NLP tasks
• Applying Hugging Face techniques for Computer Vision projects
• Manipulating Hugging Face Datasets for efficient data handling
• Training Machine Learning models with AutoTrain functionality
• Implementing AI agents for autonomous task execution
• Developing LLM-based applications using LangChain and LlamaIndex
• Constructing LangChain applications visually with LangFlow
• Creating web-based user interfaces using Gradio
• Building locally running LLM-based applications with GPT4ALL
• Querying local data using Large Language Models
Want a cutting edge transformer library? Hugging Face’s open source offering is best in class. Need somewhere to host your models? Hugging Face Spaces has you covered. Do your users need an intuitive frontend for your AI app? Hugging Face’s Gradio library makes it easy to build UI using the Python skills you already have. In Hugging Face in Action you’ll learn how to take full advantage of all of Hugging Face’s amazing features to quickly and reliably prototype and productionize AI applications.
About the book
Hugging Face in Action provides in-depth hands-on tutorials that will help you take advantage of all that Hugging Face offers for AI developers. You’ll build multiple different AI projects—including an object detection model, RAG applications that can answer questions based on local datasets, chatbots with web frontends, and even code-free machine learning models built with AutoTrain. Each chapter is full of step-by-step instructions and clear tips and advice. You’ll soon be productive and proficient with all of Hugging Face’s tools, pretrained models, and datasets!
About the reader
For Python programmers familiar with NumPy and Pandas. No previous experience of machine learning required!
About the author
Wei-Meng Lee is a technologist and founder of Developer Learning Solutions, a company specializing in helping companies adopt the latest IT technologies. Wei-Meng provides consultancy services to companies on adopting blockchain and AI solutions for their businesses.
Get a free eBook (PDF or ePub) from Manning as well as access to the online liveBook format (and its AI assistant that will answer your questions in any language) when you purchase the print book.
Hugging Face in Action
by Wei-Meng LeeFormat: Nonspecific Binding
Pub. Date: 2025-11-11
Publisher(s): Simon & Schuster
List Price: $49.32
Buy New
Usually Ships in 5-7 Business Days
$49.27
Rent Textbook
Select for Price
Used Textbook
We're Sorry
Sold Out
eTextbook
We're Sorry
Not Available
How Marketplace Works:
- This item is offered by an independent seller and not shipped from our warehouse
- Item details like edition and cover design may differ from our description; see seller's comments before ordering.
- Sellers much confirm and ship within two business days; otherwise, the order will be cancelled and refunded.
- Marketplace purchases cannot be returned to eCampus.com. Contact the seller directly for inquiries; if no response within two days, contact customer service.
- Additional shipping costs apply to Marketplace purchases. Review shipping costs at checkout.
Summary
Author Biography
Wei-Meng Lee is a technologist and founder of Developer Learning Solutions, a company specializing in helping companies adopt the latest IT technologies. Wei-Meng provides consultancy services to companies on adopting blockchain and AI solutions for their businesses.
An electronic version of this book is available through VitalSource.
This book is viewable on PC, Mac, iPhone, iPad, iPod Touch, and most smartphones.
By purchasing, you will be able to view this book online, as well as download it, for the chosen number of days.
Digital License
You are licensing a digital product for a set duration. Durations are set forth in the product description, with "Lifetime" typically meaning five (5) years of online access and permanent download to a supported device. All licenses are non-transferable.
More details can be found here.
A downloadable version of this book is available through the eCampus Reader or compatible Adobe readers.
Applications are available on iOS, Android, PC, Mac, and Windows Mobile platforms.
Please view the compatibility matrix prior to purchase.