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

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

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ISBN: 9781098103248 | 410 pages | 11 Mb

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

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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

Natural Language Processing: Books - Amazon.com
Natural Language Processing with Transformers: Building Language Applications with Hugging Face 39 30. $59.99 9 · Machine Learning with
Building Language Applications with Hugging Face (Paperback)
Arrives by Sat, Apr 23 Buy Natural Language Processing with Transformers : Building Language Applications with Hugging Face (Paperback) at Walmart.com.Assembled Product Dimensions (L x W x H): 9.Publication Date: February, 2022Publisher: O'Reilly Media$39.23 · ‎In stock
Amazon.com: Lewis Tunstall - AI & Machine Learning
Natural Language Processing with Transformers: Building Language Applications with Hugging Face. by Lewis Tunstall , Leandro von Werra , et al.
Natural Language Processing with Transformers - BooksRun
Since then Natural Language Processing with Transformers: Building Language Applications with Hugging Face textbook received total rating of 4.4 stars and
Building Language Applications with Hugging Face 1st Edition
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, Publisher: O'Reilly Media; 1st edition (February Item Weight: 1.43 pounds (0.64 kg)Dimensions: 7 x 0.84 x 9.19 inches (17.8 x 2.1 x 9 reviews · ‎TZS 123,298.00 · ‎In stock
Advanced Natural Language Processing with TensorFlow 2
Advanced Natural Language Processing with TensorFlow 2: Build effective real-world NLP applications using NER, RNNs, seq2seq models, Transformers, and more
Natural Language Processing / AI & Machine Learning: Books
Natural Language Processing with Transformers: Building Language Applications with Hugging Face. by Lewis Tunstall , Leandro von Werra, et al.

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