Natural Language Processing with Transformers:
Natural Language Processing with Transformers: Building Language Applications with Hugging Face by
- 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
Text ebook free download Natural Language Processing with Transformers: Building Language Applications with Hugging Face by DJVU
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
Download more ebooks: [PDF] Soul Boom: Why We Need a Spiritual Revolution by Rainn Wilson, Rainn Wilson read pdf, DOWNLOAD [PDF] {EPUB} Sam Thayer's Field Guide to Edible Wild Plants: of Eastern and Central North America by Samuel Thayer, Samuel Thayer read pdf, Descargar [PDF] {EPUB} EL ALIENTO DE LOS DIOSES read book, [Kindle] Pot-pourri download download link, Cunning Folk by on Ipad pdf, {pdf descargar} LA CIUDAD DE LA MUERTE read book, Read online: Dead at First Sight by Peter James download link, [Kindle] Manuel pratique de kinésiologie download site, PDF EPUB Download Hold on to Your Kids: Why Parents Need to Matter More Than Peers by Gabor Mate Full Book site,