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Articles tagged with #encoder-decoder
The Seq2Seq (Sequence to Sequence) architecture is a highly advanced design in neural networks that underpins numerous complex tasks across various fields, particularly in natural language processing. Its significance is especially evident in applica...
In this article, we will explore the implementation of ChatGPT-2 using PyTorch. The source code presented here is adapted from the book "Large Language Models from Scratch" by Sebastian Raschka. One of the best books I have read recently.The architec...
The Transformer architecture in machine learning is a deep learning model primarily used for natural language processing tasks. Introduced in the paper "Attention is All You Need" by Vaswani et al. in 2017, the Transformer utilizes a mechanism known ...
