Akshay Ballal articles - 28 total
Infinite Compute Glitch - Why Local AI Matters
The Infinite Compute Glitch: Why Local AI Matters In our headlong rush toward AI-powered...
Optimize VLM Tokens with EmbedAnything x ColPali
ColPali, a late-interaction vision model, leverages this power to enable text searches within images....
Build ReAct Agents using SLMs from Scratch
In this post, I will demonstrate how to create a function-calling agent using Small Language Models...
Vector Streaming with EmbedAnything
In my previous article Introducing EmbedAnything, I discussed the idea behind EmbedAnything and how...
Reinforcement Learning from Scratch - Part 3 - REINFORCE Algorithm
Hey all! Welcome to the third part of the Reinforcement Learning Series, where I explain the...
Using YOLO with CLIP to improve Retrieval
In this article we are going to see how we can use object detection models like YOLO along with...
Reinforcement Learning from Scratch - Part 2 - Deep Q Learning
Hey everyone. This is the second part of my Reinforcement Learning Series, where we look at the...
Reinforcement Learning from Scratch - Part 1 - Tabular Q Learning
Reinforcement Learning is becoming the new trend. From controlling robots to optimizing logistics to...
Supercharge your Tests with CodiumAI Cover-Agent
Writing great tests is a skill. Achieving comprehensive test coverage across a codebase is even more...
Introducing EmbedAnything
Motivation Transformer models have become increasingly popular in recent times. One...
Building an AI Game Bot 🤖 Using Imitation Learning and 3D Convolution ResNet
Introduction Hey guys, this article is going to be fun, and I am sure you will get to...
How to Train your Transformer 🐲
Dragons are cool. They are mythical; they can fly, and they can breathe fire. Transformers are no...
I used CodiumAI's PR Agent, and I love it
Recently, I started developing a PyTorch-esque library for educational purposes to know what goes...
Deep Q Learning with PyTorch
Introduction This blog is going to be my second one on Reinforcement Learning. You can...
Maze Solving Robot with Reinforcement Learning - Part 2
In the last part, we discussed some basics of reinforcement learning, and we ended with the Value...
Maze Solving Robot with Reinforcement Learning - Part 1
Introduction to Reinforcement Learning Hello everyone! Today, we are going to dive into...
Experiment Tracking and Hyperparameter Tuning with TensorBoard in PyTorch 🔥
Introduction Experiment tracking involves logging and monitoring machine learning...
Building a Vision Transformer from Scratch in PyTorch 🔥
Introduction In recent years, the field of computer vision has been revolutionized by...
How to Deploy LangChain App 🐦🔗 as an API
Introduction Recently, I had an idea to add my own AI Assistant to my website -...
From the Shadows to the Spotlight : Unveiling the Untold History of Deep Learning
Introduction Many newcomers to the realm of Deep Learning may find it surprising to come...
Beyond OpenAI: Harnessing Open Source Models to Create Your Personalized AI Companion 🤖
FIND ME ON | 🧑💻MY WEBSITE | 🧑LINKEDIN | 🐦TWITTER | Ⓜ️MASTODON| Introduction Imagine...
Build your own YouTubeGPT using LangChain and OpenAI 🦜🔗
Introduction In today's digital age, YouTube has revolutionized the way we consume and...
Deep Neural Network from Scratch in Rust 🦀- Part 5- Training and Inference
Great!! You have made it to the final part of the series. In this part, we will train our model and...
Deep Neural Network from Scratch in Rust 🦀- Part 4- Loss Function and Back Propagation
After Forward Propagation we need to define a loss function to calculate how wrong our model is at...
Deep Neural Network from Scratch in Rust 🦀 - Part 3- Forward Propagation
In the previous part of our blog series, we discussed how to initialize a neural network (NN)...
Deep Neural Network from Scratch in Rust 🦀 - Part 2- Loading Data and Initializing an NN Model
I hope you have gone through part 1 to understand the premise of how a neural network broadly works...
Deep Neural Network from Scratch in Rust 🦀 : Part 1- Basics of Neural Network
Introduction Hi there! I'm excited to share with you my latest blog post on building a...
How to Build an AI-Powered Game Bot with PyTorch🔥and EfficientNet
Introduction Are you new to the world of Artificial Intelligence and looking for a fun...