Introduction to Transformers for NLP
Introduction to Transformers for NLP Get a hands-on introduction to Transformer architecture using the Hugging Face library. It starts with an introduction to NLP and a progression of language models…
Specifikacia Introduction to Transformers for NLP
Introduction to Transformers for NLP
Get a hands-on introduction to Transformer architecture using the Hugging Face library. It starts with an introduction to NLP and a progression of language models from n-grams to a Transformer-based architecture. 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).
Then, it introduces the Hugging Face ecosystem and the different libraries and models provided by it. Next, it offers some basic Transformers examples using the Google colab engine. 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.