Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
612-822-4611

  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Introduction to Transformers for Nlp: With the Hugging Face Library and Models to Solve Problems

Introduction to Transformers for Nlp: With the Hugging Face Library and Models to Solve Problems

Jain, Shashank Mohan

Paperback

General ComputersProgramming

Publisher Price: $32.99

ISBN10: 1484288432
ISBN13: 9781484288436
Publisher: Apress
Published: Oct 21 2022
Pages: 165
Weight: 0.57
Height: 0.38 Width: 6.14 Depth: 9.21
Language: English

Get a hands-on introduction to Transformer architecture using the Hugging Face library. This book explains how Transformers are changing the AI domain, particularly in the area of natural language processing.

This book covers Transformer architecture and its relevance in natural language processing (NLP). It starts with an introduction to NLP and a progression of language models from n-grams to a Transformer-based architecture. Next, it offers some basic Transformers examples using the Google colab engine. Then, it introduces the Hugging Face ecosystem and the different libraries and models provided by it. Moving forward, it explains language models such as Google BERT with some examples before providing a deep dive into Hugging Face API using different language models to address tasks such as sentence classification, sentiment analysis, summarization, and text generation.

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