Natural Language Processing with Transformers

$15.99

Natural Language Processing with Transformers
Authors: Lewis Tunstall
Year: 2021
Publisher: O’Reilly Media, Inc.
Language: English
ISBN 13: 9781098103170
ISBN 10: 1098103173
Categories: Computers, Computer Science
Pages: 320 / 319
Edition:

Availability: 5000 in stock

SKU: 9781098103170 Categories: ,

Natural Language Processing with Transformers Lewis Tunstall, Leandro von Werra, Thomas Wolf
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 machine learning engineer, this practical book shows you how to train and scale these large models using HuggingFace 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 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 Categories:
Computers – Computer Science
Year:
2021
Publisher:
O’Reilly Media, Inc.
Language:
english
Pages:
417
ISBN 10:
1098103173
ISBN 13:
9781098103170
File:
126 MB

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Natural Language Processing with Transformers
$15.99

Availability: 5000 in stock