Transformer Architecture and Large Language Models

Avijit Dhar · 2026

Since its inception in 2017, the Transformer architecture has taken the world of NLP processing by storm, surpassing various other models in the same space.

Tür:
Kitap Bölümü
Yazar:
Avijit Dhar
Yayın yılı:
2026
Yayıncı:
Apress
Dil:
en

Since its inception in 2017, the Transformer architecture has taken the world of NLP processing by storm, surpassing various other models in the same space. This chapter introduces the Transformer architecture and explains its evolution. It also compares the transformer model to other models. You also learn about its key components, underlying foundation, use cases, and limitations. This is followed by a taxonomy of transformer-based models and a detailed deep dive into one of the most popular transformer-based models, which will help you better understand how it works behind the scenes.

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Since its inception in 2017, the Transformer architecture has taken the world of NLP processing by storm, surpassing various other models in the same space.
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Avijit Dhar