Transformers

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Towards Data Science

If you liked this post and want to learn how machine learning algorithms work, how did they arise, and where are they going, I recommend the following: Transformers are a type of neural network…

Transformers Explained

Towards Data Science

This post is an in-depth elucidation of the Transformer model from the well-known paper “Attention is all you need” by Google Research. This model has been a pioneer to many SOTA (state of the art)…

Transformers — You just need Attention

Towards Data Science

Natural language processing or NLP is a subset of machine learning that deals with text analytics. It is concerned with the interaction of human language and computers. There have been different NLP…

Universal Transformers

Towards Data Science

This post will discuss the Universal Transformer, which combines the original Transformer model with a technique called Adaptive Computation Time. The main innovation of Universal Transformers is to…

The Essence of Transformers

Towards Data Science

Learning sequential data is an important problem in machine leaning that arises in many applications such as time-series analysis and natural language processing. Previously, RNN with LSTM was the…

Transformers — Let’s Dive Deeeep!

Analytics Vidhya

By now, you must be thinking of the robots in Michael Bay’s series of American science fiction action films ! The Transformer is a deep learning model introduced in 2017,with its architecture…

Transformers: A curious case of “attention”

Analytics Vidhya

In this post we will go through the intricacies behind the hypothesis of transformers and how this laid a foundational path for the BERT model. Also, we shall note that the stream of transfer…

(Vision) Transformers: Rise of the Chimera

Towards AI

Source: Image by Nadeem on Pixabay. It’s 2023, and transformers are having a moment. No, I’m not talking about the latest installment of the Transformers movie franchise, Transformers: Rise of the Bea...

A Deep Dive into Transformers

Analytics Vidhya

If you have not heard about Transformers in recent times in the field of NLP(Natural Language Processing) or Artificial Intelligence, then you are probably living under a rock. There has been an…

Using Transformers

Analytics Vidhya

This article works best when you can try out the different methods yourself — run my notebook on deepnote.com to try it! I love the transformers library. It is by far the easiest way to get started…

“MLshorts” 9: What are Transformers

Python in Plain English

Describe in under 300 words Photo by Arseny Togulev on Unsplash What is it? 🤔 Transformers? Are we talking about Optimus Prime?? No, definitely not! In Machine Learning, Transformers are a type of n...