Jan 07 2023 Mastering Transformers: Build state-of-the-art models from scratch with advanced natural language processing techniques BaDshaH LEARNING / e-Book 14:28 0 English | 2021 | ISBN: 1801077657 | 374 pages | True PDF EPUB | 28.55 MB Take a problem-solving approach to learning all about transformers and get up and running in no time by implementing methodologies that will build the future of NLPKey FeaturesExplore quick prototyping with up-to-date Python libraries to create effective solutions to industrial problemsSolve advanced NLP problems such as named-entity recognition, information extraction, language generation, and conversational AIMonitor your model's performance with the help of BertViz, exBERT, and TensorBoardBook DescriptionTransformer-based language models have dominated natural language processing (NLP) studies and have now become a new paradigm. With this book, you'll learn how to build various transformer-based NLP applications using the Python Transformers library.The book gives you an introduction to Transformers by showing you how to write your first hello-world program. You'll then learn how a tokenizer works and how to train your own tokenizer. As you advance, you'll explore the architecture of autoencoding models, such as BERT, and autoregressive models, such as GPT. You'll see how to train and fine-tune models for a variety of natural language understanding (NLU) and natural language generation (NLG) problems, including text classification, token classification, and text representation. This book also helps you to learn efficient models for challenging problems, such as long-context NLP tasks with limited computational capacity. You'll also work with multilingual and cross-lingual problems, optimize models by monitoring their performance, and discover how to deconstruct these models for interpretability and explainability. Finally, you'll be able to deploy your transformer models in a production environment.By the end of this NLP book, you'll have learned how to use Transformers to solve advanced NLP problems using advanced models.What you will learnExplore state-of-the-art NLP solutions with the Transformers libraryTrain a language model in any language with any transformer architectureFine-tune a pre-trained language model to perform several downstream tasksSelect the right framework for the training, evaluation, and production of an end-to-end solutionGet hands-on experience in using TensorBoard and Weights & BiasesVisualize the internal representation of transformer models for interpretabilityWho this book is forThis book is for deep learning researchers, hands-on NLP practitioners, as well as ML/NLP educators and students who want to start their journey with Transformers. Beginner-level machine learning knowledge and a good command of Python will help you get the best out of this book.Table of ContentsFrom Bag-of-Words to the TransformersA Hands-On Introduction to the SubjectAutoencoding Language ModelsAutoregressive and Other Language ModelsFine-Tuning Language Models for Text ClassificationFine-Tuning Language Models for Token ClassificationText RepresentationWorking with Efficient TransformersCross-Lingual and Multilingual Language ModelingServing Transformer ModelsAttention Visualization and Experiment TrackingDownload From Rapidgatorhttps://rapidgator.net/file/7abe1c325778a5a6683c17f17ce277baDownload From 1DLhttps://1dl.net/u43ekxq1dl6uDownload From Ddownloadhttps://ddownload.com/xfdzv2ie91zpTo Support My Work Buy Premium From My Links. Related News Efficient Application Development With Python3 For BeginnersMaster Microsoft Excel, Outlook And Word 2013 - 26 HoursMicrosoft Sharepoint 2013 Foundation And Server 2013 BundleXceed Ultimate Suite 22.3.22505.19040The Ultimate Microsoft Excel 2010 And 2013 Training Bundle Comments (0)Add comment Submit NEWEST RELEASES 19.05: Aiseesoft iPhone Unlocker 2.0.58 Multilingual Portable 19.05: Foxit PDF Editor Pro 13.1.1.22432 Multilingual Portable 19.05: 4K Stogram Pro 4.9.0 macOS 19.05: WinCatalog 2024.7.0.519 Multilingual Portable 18.05: MediaHuman YouTube To MP3 Converter 3.9.9.92 (0518) Multilingual (x64) Portable 18.05: MediaHuman YouTube Downloader 3.9.9.92 (0518) Multilingual (x64) Portable 18.05: Allavsoft Video Downloader Converter 3.27.0.8904 Multilingual Portable 18.05: FastStone Capture 10.5 Multilingual Portable 18.05: UniFab 2.0.2.1 (x64) Multilingual Portable 18.05: Windows 7 Ultimate SP1 Multilingual Preactivated May 2024 Recommended Filehosts Freinds Site