000 02375cam a2200337 i 4500
005 20250903113528.0
020 _a1098103246
020 _a9781098103248
020 _a9781098136796
020 _a1098136799
082 0 4 _a006.35
_223
_bTUN
100 1 _aTunstall, Lewis,
_91072
245 1 0 _aNatural language processing with transformers :
_bbuilding language applications with Hugging Face /
_cLewis Tunstall, Leandro von Werra, and Thomas Wolf ; Foreword by Aurélien Géron.
250 _aFirst edition.
300 _axxii, 383 pages :
_billustrations ;
504 _aIncludes bibliographical references and index.
505 0 _aHello transformers -- Text classification -- Transformer anatomy -- Multilingual named entity recognition -- Text generation -- Summarization -- Question answering -- Making transformers efficient in production -- Dealing with few to no labels -- Training transformers from scratch -- Future directions.
520 _aSince 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.
650 0 _aNatural language processing (Computer science)
_91073
650 0 _aElectronic transformers.
_91074
650 2 _aNatural Language Processing
_91075
650 6 _aTraitement automatique des langues naturelles.
_91076
650 6 _aTransformateurs électroniques.
_91077
650 7 _aElectronic transformers.
_91074
650 7 _aNatural language processing (Computer science)
_91073
650 7 _aNatural language processing (Computer science)
_91073
650 7 _aElectronic transformers
_91074
700 1 _aWerra, Leandro von,
_91078
700 1 _aWolf, Thomas,
_91079
942 _2ddc
_cBK
999 _c751185
_d751185