Transformers (NLP): Intuition

Debanjan Saha
8 min readSep 30, 2023

Unlocking the AI Marvel: The Power Behind Transformers in NLP!” 🚀 Dive into the heart of Large Language Models (LLMs) like ChatGPT, BARD, and more. Discover how Transformers, the secret sauce behind these AI giants, work their mathematical magic to revolutionize Natural Language Understanding, text completion, and beyond. 🤯📚

Introduction

The Transformer architecture has ushered in a seismic shift in the ever-evolving world of Natural Language Processing (NLP). Imagine this: The titans of NLP, LLMs such as ChatGPT and BARD, have reshaped the way we engage with language. They excel in Natural Language Understanding (NLU), process unrivalled text completion skills, and astound with their text summarization prowess.

The Transformer architecture serves as the unifying thread that weaves through these extraordinary LLMs. It’s no longer merely a buzzword; it forms the bedrock of AI and Machine Learning. In this article, we’ll demystify LLMs from a layman’s perspective and unravel the core principles that underpin Transformers.

Prepare to be captivated as we delve into the inner workings of Transformers and unveil the mathematical wizardry empowering them using a commonplace setting to reshape the NLP landscape. Welcome to the realm of the Transformers, where the future of language understanding and generation awaits your exploration. 🚀📖

From The Transformers (Movie)

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Debanjan Saha

Trying to solve a variety of issues with an emphasis on computer vision as a budding data scientist, ML engineer, and data engineering veteran.