Matrices gone Brrr.
Matrix Multiplication Matrix multiplication, in essense is kind of powering the entire AI landscape in modern era, the tokens, images and siri voice are fundamentally these huge matrix multiplicat...
Vaibhav
git summary
What is a Git repository? A Git repository is a virtual storage of your project. It allows you to save versions of your code, which you can access when needed. workflow your local repository ...
LSTM
Why do we need LSTM? RNNs, Although take past ‘context’ into consideration. They do suffer the problem of Vanishing or Exploding gradient problem. Simply put, the gradient is calculated in any n...
Recurrent Neural Networks
Introduction: One of the most plausible analogy for RNNs Humans don’t start their thinking from scratch every second. As you read this essay, you understand each word based on your understanding ...
A Primer on Vector Embeddings
A Primer on Vector Embeddings Let’s roll back to the times before transformers existed. Finding the contextual meaning of a word in a sentence was a much harder task. Getting contextual similarity...