Arun prakashPretraining GPT-2 From ScratchTraining GPT-2 small model from scratch in Hugging Face (with Pytorch backend)Aug 20Aug 20
Arun prakashClean Coding in PytorchTraining a deep learning model is a complex task, especially if you want to customize the existing models for your needs. This is a routine…Aug 12Aug 12
Arun prakashGradient as a Guide: A Simple GameThe Backpropagation algorithm is the powerhouse of all Deep Learning models. It is one of the methods of efficiently calculating Gradient…May 31, 2022May 31, 2022
Arun prakashBringing Python to Browser using PyScriptJupyter notebook has always been a de-facto choice when you teach the Python programming language or while developing prototype machine…May 6, 2022May 6, 2022
Arun prakashMaking Sense of Positional Encoding in Transformer Architectures with IllustrationsAre you wondering about the peculiar use of a sinusoidal function to encode the positional information in Transformer architecture? Are…Apr 15, 20223Apr 15, 20223