Akshay Ballal – Medium

Akshay Ballal

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Build ReAct Agents using SLMs from Scratch

Build a function-calling agent using a custom Unsloth model with a LoRA adapter, switching between reasoning and function execution…

Sep 29

Build ReAct Agents using SLMs from Scratch

Sep 29

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Akshay Ballal
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GoPenAI

Using YOLO with CLIP to improve Retrieval

In this article we explore how object detection can be used with embeddings to make retrieval more better.

Jul 30

Using YOLO with CLIP to improve Retrieval

Jul 30

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Akshay Ballal
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GoPenAI

Building an AI Game Bot Using Imitation Learning and 3D Convolution ResNet

Unlocking the Secrets of AI Gaming with Imitation Learning, Motion Analysis, and Google Snake — Learn, Play, and Train Without the Hassle…

Jan 4

Building an AI Game Bot Using Imitation Learning and 3D Convolution ResNet

Jan 4

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Akshay Ballal
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GoPenAI

Deep Q Learning with PyTorch

Solve the classic CartPole Problem with a mixture of Deep Neural Network and Reinforcement Learning

Oct 29, 2023

Deep Q Learning with PyTorch

Oct 29, 2023

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Akshay Ballal
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GoPenAI

Building a Vision Transformer from Scratch in PyTorch

Breaking Down the Architecture and Implementation Steps for a State-of-the-Art Image Classification Network

Jun 18, 2023

Building a Vision Transformer from Scratch in PyTorch

Jun 18, 2023

Akshay Ballal
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AI Advances

Reinforcement Learning Series — Part 2 — Deep Q Learning

Deep Q Learning from scratch with a comparison between FCN and LSTM as the Neural Network

Jul 23

Reinforcement Learning Series — Part 2 — Deep Q Learning

Jul 23

Akshay Ballal
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AI Advances

Reinforcement Learning Series- Part 1: Tabular Q Learning

Learn how Reinforcement Learning works with theory and code implementation along with tips and tricks.

Jul 16

Reinforcement Learning Series- Part 1: Tabular Q Learning

Jul 16

Akshay Ballal

Supercharge your Tests with CodiumAI Cover-Agent

Learn how to use AI to increase your test coverage to make your code robust

Jun 1

Supercharge your Tests with CodiumAI Cover-Agent

Jun 1

Akshay Ballal

Introducing EmbedAnything

A Highly Performant lightweight multimodal embedding solution

Apr 18

Introducing EmbedAnything

Apr 18

Akshay Ballal
in
GoPenAI

How to Train your Transformer

In this article we see some tricks on how to train your transformer. I introduce the concept of warmup, pre-training and fine-tuning.

Dec 19, 2023

How to Train your Transformer

Dec 19, 2023

Akshay Ballal

Akshay Ballal

Author of EmbedAnything | Self-taught ML🤖 | Rustlang 🦀Dev | Passionate about AI and ML | Join my innovation journey | 📝 www.akshaymakes.com

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