Akshay Ballal

@akshayballal
2 Followers
10 Following
26 Posts

Machine Learning Enthusiast🤖 | AI Writer ✍️ | Rustacean🦀 | Entrepreneur 🚀| Cyclist 🚴

Exploring the endless possibilities of ML & AI. Sharing insights through engaging articles. Crafting robust solutions with Rust. Entrepreneurial mindset. Pedaling towards an innovative future! 🌟🔬🌳

Websitehttps://www.akshaymakes.com
Twitterhttps://twitter.com/akshayballal95
Dev.tohttps://dev.to/akshayballal
GitHubhttps://github.com/akshayballal95

🚀 Just published a new blog: "Build ReAct Agents Using SLMs from Scratch" on
@thepracticaldev ! Learn how to create efficient function-calling agents with Unsloth + LoRA adapters! 🤖✨

Check it out here: https://dev.to/akshayballal/build-react-agents-using-slms-from-scratch-4877

#ai #llm #openai

Build ReAct Agents using SLMs from Scratch

In this post, I will demonstrate how to create a function-calling agent using Small Language Models...

DEV Community
Hey all! Welcome to the third part of the Reinforcement Learning Series, where we take our first step towards Policy Gradient algorithms starting with REINFORCE.
https://dev.to/akshayballal/reinforcement-learning-from-scratch-part-3-reinforce-algorithm-4724
Reinforcement Learning from Scratch - Part 3 - REINFORCE Algorithm

Hey all! Welcome to the third part of the Reinforcement Learning Series, where I explain the...

DEV Community
GitHub - StarlightSearch/EmbedAnything: A minimalist yet highly performant, lightweight, lightning fast, multisource, multimodal and local Ingestion, Inference and Indexing solution, built in Rust.

A minimalist yet highly performant, lightweight, lightning fast, multisource, multimodal and local Ingestion, Inference and Indexing solution, built in Rust. - StarlightSearch/EmbedAnything

GitHub

We built EmbedAnything to power Starlight Search, and now it is open-source. Check out my new blog to learn more about it.

https://medium.com/@akshayballal95/introducing-embedanything-a88ee2b5c1a4

#ArtificialIntelligence #MachineLearning #Python #rustlang

Introducing EmbedAnything - Akshay Ballal - Medium

Transformer models have become increasingly popular in recent times. One crucial requirement for all transformer models is a latent representation of the input data in embeddings. Word embeddings are…

Medium
GitHub - StarlightSearch/EmbedAnything: A minimalist yet highly performant, lightweight, lightning fast, multisource, multimodal and local Ingestion, Inference and Indexing solution, built in Rust.

A minimalist yet highly performant, lightweight, lightning fast, multisource, multimodal and local Ingestion, Inference and Indexing solution, built in Rust. - StarlightSearch/EmbedAnything

GitHub

We built EmbedAnything to power Starlight Search, and now it is open-source. Check out my new blog to learn more about it.

https://medium.com/@akshayballal95/introducing-embedanything-a88ee2b5c1a4

#ArtificialIntelligence #MachineLearning #Python #rustlang

Introducing EmbedAnything - Akshay Ballal - Medium

Transformer models have become increasingly popular in recent times. One crucial requirement for all transformer models is a latent representation of the input data in embeddings. Word embeddings are…

Medium

Just published a new blog post on building an AI game bot using imitation learning and 3D convolution ResNet. Check it out!

https://dev.to/akshayballal/building-an-ai-game-bot-using-imitation-learning-and-3d-convolution-resnet-3fe4

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...

DEV Community

Just published a new article on using reinforcement learning to solve mazes. A good starter project for anyone new to RL

#machinelearning #artificialintelligence

https://medium.com/@akshayballal95/solving-a-maze-with-reinforcement-learning-7eb476413577

Experiment Tracking and Hyperparameter Tuning with TensorBoard in PyTorch 🔥

Introduction Experiment tracking involves logging and monitoring machine learning...

DEV Community
Building a Vision Transformer from Scratch in PyTorch 🔥

Introduction In recent years, the field of computer vision has been revolutionized by...

DEV Community