Published inGoPenAIA Step-by-Step Guide to Build a Transformer with PyTorch…Discover the art of crafting a Transformer model utilizing PyTorch, an indispensable asset in contemporary machine learning…Mar 20, 2024Mar 20, 2024
Published inGoPenAICreate and Deploy AWS Lambda Using Terraform…“Utilizing Terraform for AWS Lambda Function Management: A Comprehensive Guide”Mar 16, 2024Mar 16, 2024
A Step-by-Step Guide to Fine-tuning Google Gemma with ChatML and Hugging Face TRL…In this article, I show you how to fine-tune Gemma using ChatML and Hugging Face TRL.Mar 10, 20241Mar 10, 20241
Neural Nets: A Beginner’s Guide…This article is a primer into the inner workings of Neural Nets. We are going to cover the overall architecture of the neural network…Mar 6, 2024Mar 6, 2024
Published inGoPenAIA Step-by-Step Guide to Creating a Large Language Model from scratch…Step-by-step, this process includes pre-processing, model design, training, and fine-tuning to achieve optimal language generation…Mar 5, 20241Mar 5, 20241
Fine-tuning Models: Understanding the What, Why, and How ???Refining a machine learning model through fine-tuning has emerged as a pivotal technique in the realm of deep learning, amplifying the…Mar 5, 2024Mar 5, 2024
A Step-by-Step Guide to Fine-tuning LLaMa-2 on Google Colab…LLM’s Training process.Mar 2, 2024Mar 2, 2024