[PDF] Natural Language Processing with Transformers: Building Language Applications with Hugging Face by

Natural Language Processing with Transformers: Building Language Applications with Hugging Face by

Pdf files of books free download Natural Language Processing with Transformers: Building Language Applications with Hugging Face PDF RTF 9781098103248 in English


Download Natural Language Processing with Transformers: Building Language Applications with Hugging Face PDF

  • Natural Language Processing with Transformers: Building Language Applications with Hugging Face
  • Page: 410
  • Format: pdf, ePub, mobi, fb2
  • ISBN: 9781098103248
  • Publisher: O'Reilly Media, Incorporated

Download Natural Language Processing with Transformers: Building Language Applications with Hugging Face (Links to an external site.)




Pdf files of books free download Natural Language Processing with Transformers: Building Language Applications with Hugging Face PDF RTF 9781098103248 in English

Overview

Since their introduction in 2017, transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of natural language processing tasks. If you're a data scientist or coder, this practical book shows you how to train and scale these large models using Hugging Face Transformers, a Python-based 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 hands-on approach to teach you how transformers work and how to integrate them in your applications. You'll 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 cross-lingual transfer learning Apply transformers in real-world 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



Other ebooks: PDF EPUB Download Oath of Loyalty by Vince Flynn, Kyle Mills, Vince Flynn, Kyle Mills Full Book download pdf (Links to an external site.), [PDF EPUB] Download Hedge: A Novel by Jane Delury, Jane Delury Full Book site (Links to an external site.), PDF [DOWNLOAD] The Book of CODESYS: The ultimate guide to PLC and Industrial Controls programming with the CODESYS IDE and IEC 61131-3. by on Iphone download link (Links to an external site.),