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Transformers

 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…

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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)…

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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…

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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…

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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…

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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…

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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…

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(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...

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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…

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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…

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“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...

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The Transformer

 Towards Data Science

The invention of the transformer addressed problems with recurrent sequence modeling in natural language processing (NLP) and other tasks.

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Deep Dive into Transformers by Hand ✍︎

 Towards Data Science

Explore the details behind the power of transformers There has been a new development in our neighborhood. A ‘Robo-Truck,’ as my son likes to call it, has made its new home on our street. It is a Tes...

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Transformers Explained Visually (Part 3): Multi-head Attention, deep dive

 Towards Data Science

A Gentle Guide to the inner workings of Self-Attention, Encoder-Decoder Attention, Attention Score and Masking, in Plain English.

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Transformers: An exciting revolution from text to videos

 Towards Data Science

We will look at the benefits of Transformers from their application in Natural Language Processing, through Vision Transformers on images and arriving at TimeSformers.

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The Map Of Transformers

 Towards Data Science

Transformers A broad overview of Transformers research Fig. 1. Isometric map. Designed by vectorpocket / Freepik. 1\. Introduction The pace of research in deep learning has accelerated significantly ...

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The A-Z of Transformers: Everything You Need to Know

 Towards Data Science

Everything you need to know about Transformers, and how to implement them Image by author Why another tutorial on Transformers? You have probably already heard of Transformers, and everyone talks abo...

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Transformers: What Are They and How Can I Make One?

 Towards AI

A simple summary of Transformers for NLP tasks, and a guide to making a Transformer for text generation with PyTorch. Photo by Suzanne D. Williams on Unsplash If you’re interested in machine learning...

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📹 🤖 Transformers for Video

 TheSequence

📝 Editorial Transformers are universally acknowledged as the most important development in deep learning architectures of the last decade. The impact of transformers in natural language understanding...

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A Journey into the Fabulous Applications of Transformers — Part 1

 Towards AI

A Journey Into the Fabulous Applications of Transformers — Part 1 Demo with Emphasis on NLP using Python, Hugging Face. Photo by Arseny Togulev on Unsplash The introduction of transformers has made a...

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The Creative Side of Vision Transformers

 Towards Data Science

It is considered one of the most important and irreplaceable peculiarities of humankind. But if this is such a special characteristic, it would be impossible for a neural network to imitate it, isn't…...

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🤖 Edge#109: What are Transformers?

 TheSequence

In this issue: we start the new series about the Transformer Architectures. The technique that made possible a few major breakthroughs in deep learning; we explore deeper Google’s Attention paper that...

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A Journey into the Fabulous Applications of Transformers — Part 2

 Towards AI

A Journey into the Fabulous Applications of Transformers — Part 2 Demo with Emphasis on NLP using Python, Hugging Face Photo by Samule Sun on Unsplash Transformer architecture is widely used in Natur...

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Using Transformers for Computer Vision

 Towards Data Science

Are Vision Transformers actually useful? Continue reading on Towards Data Science

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