The Annotated Transformer 3 years ago Alexander Rush created | Data Science by ODS.ai 🦜

The Annotated Transformer

3 years ago Alexander Rush created an incredible notebook supported the "Attention is All You Need" paper giving a possibility to dive in the implementation details and obtain your own transformer :)

We, SkoltechNLP group, within our Neual NLP 2021 course revisited this notebook for adapting it as a seminar. Of course, the original code was created 3 years ago and in some places is incompatible with new versions of required libraries. As a result, we created "runnable with 'Run all Cells' for April 2021" version of this notebook:
https://github.com/skoltech-nlp/annotated-transformer

So if you want to learn the Transformer and run an example in your computer or Colab, you can save your time and use current version of this great notebook. Also, we add some links to the amazing resources about Transformers that emerged during these years:
* Seq2Seq and Attention by Lena Voita;
* The Illustrated Transformer.

Enjoy your Transformer! And be free to ask any questions and leave comments.