CUDA

Matrix Multiplication in CUDA

Matrix multiplication is at the heart of deep learning. In this evolving world of LLMs, the need for fast and efficient matrix multiplications is paramount. Nvidia CUDA allows...

LLM

Retrieval Augmented Generation (RAG) Chatbot for 10Q Financial Reports

While Large Language Models (LLMs) are revolutionary, they sometimes get it wrong—like citing varying figures for something as critical as Tesla’s total assets on a given date. In...

Deep Learning

Generative Adversarial Networks variants: DCGAN, Pix2pix, CycleGAN

First, make sure you read the first part of this post, Generative models and Generative Adversarial Networks. This post is its continuation.

Deep Learning

Generative models and Generative Adversarial Networks

In supervised learning, we have data x and response (label) y and the goal is to learn a function to map x to y e.g. regression, classification, object...