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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
Books downloadable pdf Natural Language Processing with Transformers: Building Language Applications with Hugging Face PDF by (English literature)
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 with Hugging Face
The package provides pre-trained models that can be used for numerous NLP tasks. Transformers also supports over 100 languages. It also provides the ability to
Natural Language Processing with Hugging Face and
Hugging Face is a large open-source community that quickly became an enticing hub for pre-trained deep learning models, mainly aimed at NLP.
Build innovative deep neural network architectures for NLP
Transformers for Natural Language Processing: Build innovative deep neural network Facebook, Microsoft, OpenAI, and Hugging Face.
Natural Language Processing with Transformers - WHSmith
Order a Natural Language Processing with Transformers: Building Language Applications with Hugging Face today from WHSmith. Delivery free on all UK orders
Natural Language Processing with Transformers - Amazon
Natural Language Processing with Transformers: Building Language Applications with Hugging Face : Tunstall,Lewis: Amazon.com.au: Books.
Transformers for Natural Language Processing | Packt
With an apply-as-you-learn approach, Transformers for Natural Language Processing investigates in vast detail the deep learning for machine translations, speech
Transformers for Natural Language Processing - Amazon.com
It expertly introduces transformers and mentors the reader for building innovative deep neural network architectures for NLP. The book covers almost all game-
Thomas Wolf
I'm interested in Natural Language Processing, Deep Learning and the work we do at Huggingface, current trends in AI/NLP and my unusual background.
Natural Language Processing with Transformers - O'Reilly
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
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