Published inIntuitive Deep LearningLLM Part 1 Coding Companion: Training your own base LLMWelcome to the LLM Part 1 Coding Companion. We will be writing the code that follows the intuitive explanation for how to build LLMs here:Sep 18Sep 18
Published inIntuitive Deep LearningLLM Part 1: A comprehensive intuition on training base LLMsWelcome to Part 1 of understanding LLMs under the hood. We will be comprehensively covering the intuition for all the ML concepts needed in…Sep 15Sep 15
Published inIntuitive Deep LearningLLM Pre-requisite: Super-quick intro to PyTorchAs we dive deep into coding our LLMs, let’s do a super-quick intro to PyTorch so that we have the tools we need to code our own LLM…Sep 11Sep 11
Published inIntuitive Deep LearningLLM Intro: A deep-dive into LLMs under the hoodHi guys! Recently, I’ve been writing a few articles relating to LLMs, given how much attention *ahem* has been placed on them recently…Sep 3Sep 3
Published inIntuitive Deep LearningTraining your own LLM using nanoGPTNow, some of you may be curious on how to train your own LLM, starting with some really simple models. For this tutorial, we will use…Aug 24Aug 24
Published inIntuitive Deep LearningDeploying a chatbot website with off-the-shelf LLMsNow some of you might want to get your hands dirty and play around with your own LLMs. In this post, we will:Aug 24Aug 24
Published inIntuitive Deep LearningUnderstanding Attention in LLMsThere’s a lot of recent buzz around LLMs, and I thought to capture some key points to give an intuitive understanding of Transformers and…Aug 21A response icon1Aug 21A response icon1
Published inTDS ArchiveBuilding a Web Application to Deploy Machine Learning ModelsSo we’ve built our ML model — now what? How to get out of Jupyter Notebook and into Web Apps with Flask!Jan 25, 2020A response icon11Jan 25, 2020A response icon11
Published inIntuitive Deep LearningBuilding a Web Application to Deploy Machine Learning ModelsSo we’ve built our ML model — now what? How to get out of Jupyter Notebook and into Web Apps with Flask!Jan 18, 2020A response icon1Jan 18, 2020A response icon1
Published inIntuitive Deep LearningIntuitive Deep Learning Part 4: Deep Reinforcement LearningHow do we play Atari games just from pixel values? A gentle introduction to Deep Reinforcement Learning!Jun 2, 2019Jun 2, 2019