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PyLessons August 01, 2023
Introduction to Transformers

Introduction to Transformers Architecture covering main components, advantages, disadvantages, limitations, etc. In this part, we'll cover the PositionalEmbedding layer

PyLessons August 07, 2023
Attention layers in Transformer

In this tutorial, we'll walk through the attention mechanism and the core components of the transformer to build encoder-decoder architecture

PyLessons August 16, 2023
Building a Transformer model with Encoder and Decoder layers

In this tutorial, we continue implementing the complete Transformer model in TensorFlow. To achieve this, we implement Encoder and Decoder step-by-step

PyLessons August 22, 2023
Prepare data to train NLP Transformer

Preparing Data for Effective Transformer Training: From Raw Text Selection and Download to Crafting Custom Tokenizers and Establishing Efficient Data Pipelines

PyLessons September 04, 2023
Training TensorFlow Transformer model for Spanish to English translation task

In this tutorial, I'll walk through a practical example of Transformer Training for Language Translation tasks from Spanish to the English language

PyLessons September 18, 2023
Testing a Custom Transformer Model for Language Translation with TensorFlow

In this tutorial, we'll be testing our trained Transformer model from scratch for Spanish to English translation. We'll use the onnx model that was exported after training.

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