{"product_id":"natural-language-processing-with-transformers-revised-edition","title":"Natural Language Processing with Transformers, Revised Edition","description":"\u003cp\u003eSince their introduction in 2017, transformers have quickly become the dominant architecture for achieving stateoftheart results on a variety of natural language processing tasks. If youre a data scientist or coder, this practical book now revised in full color shows you how to train and scale these large models using Hugging Face Transformers, a Pythonbased deep learning library.Transformers have been used to write realistic news stories, improve Google Search queries, and even create chatbots that tell corny jokes. In this guide, authors Lewis Tunstall, Leandro von Werra, and Thomas Wolf, among the creators of Hugging Face Transformers, use a handson approach to teach you how transformers work and how to integrate them in your applications. Youll quickly learn a variety of tasks they can help you solve. Build, debug, and optimize transformer models for core NLP tasks, such as text classification, named entity recognition, and question answering Learn how transformers can be used for crosslingual transfer learning Apply transformers in realworld scenarios where labeled data is scarce Make transformer models efficient for deployment using techniques such as distillation, pruning, and quantization Train transformers from scratch and learn how to scale to multiple GPUs and distributed environments\u003c\/p\u003e","brand":"OReilly Media","offers":[{"title":"Default Title","offer_id":45901627588806,"sku":"DADAX1098136799","price":50.63,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0695\/9389\/1014\/files\/81gARWcOnYL.jpg?v=1780326216","url":"https:\/\/ergodemedia.com\/products\/natural-language-processing-with-transformers-revised-edition","provider":"Ergodemedia","version":"1.0","type":"link"}