If you have been keeping up with the advancements in AI technology, you might have heard the term RAG being thrown around a lot lately. RAG is an acronym for Retrieval-Augmented Generation, a new approach in the field of language models that has been gaining popularity among researchers and developers.
Artificial intelligence (AI) has revolutionized many industries in recent years, from healthcare to finance, and transportation to retail. One of the key drivers of this transformation is deep learning, a type of AI that uses artificial neural networks to analyze vast amounts of data and produce accurate predictions. Deep learning
As language models grow in size and complexity, the need for efficient quantization becomes more pressing. However, one challenge that has emerged is the presence of outlier channels: feature dimensions whose values are orders of magnitude higher than others. While important for model performance, these outlier channels can pose significant
Antitrust laws are put in place to prevent big tech companies from becoming too powerful and running an entire industry. Recently, the United States government sued Apple for antitrust violations. In this blog post, we will discuss what antitrust laws are and how they relate to Apple’s case. What are
The world of live sports is about to get a major shakeup, thanks to the latest announcement from Netflix. The online entertainment giant is set to stream a live boxing match between former heavyweight champion Mike Tyson and YouTuber-turned-fighter Jake Paul on July 20th, in what promises to be a
Google has released an open AI model called Gemma, which is designed to help developers build AI responsibly. The company has also introduced the Responsible Generative AI Toolkit alongside Gemma, which includes a debugging tool and a guide with best practices for AI development based on Google’s experience. Gemma comes
Introduction: Artificial Intelligence (AI) is transforming the way we live, work, and interact with technology. Fortunately, with the increasing popularity of AI, there is a growing number of free tools available to the public, democratizing access to powerful AI capabilities. Whether you’re a student, a professional, or simply curious about
Learn about the importance of programming languages in communicating with computers and how IDEs can simplify software development. Understand the difference between integers and floats and how integer division rounds down to the nearest whole number. Why do we use programming languages? Programming languages are used to instruct computers to
1. What is the difference between monolithic and microservice architecture? – Monolithic architecture is a single framework where all the software components of an application are tightly packed together, while microservice architecture decomposes a monolithic application into small and independent microservices that handle their own data. 2. What are the
