Cart 0

Natural Language Processing With Transformers

Thomas Wolf

Rs.1,934

Rs. 2,275

15% OFF

Inclusive all taxes

Binding: Paper Back

Publisher: Shroff Publishers & Distributors Pvt. Ltd.

Language: English

This Product is out of stock

Description

Full Colour Edition 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

Additional Info

Author	Lewis Tunstall, Leandro Von Werra, Thomas Wolf
Publisher	Shroff Publishers & Distributors Pvt. Ltd.
Language	English
Binding Type	Paper Back
Main Category	Engineering
Sub Category	Computer Science & Engineering / IT
ISBN13	9789355420329
SKU	BK 0205579