I was searching for a dataset to fine-tune an LLM on a specific topic, but I couldn’t find one that met my needs. T This dataset is intended to help fine tune LLMs. When I began fine-tuning langua...

PyMuPDF4LLM is a fantastic tool that makes it super easy to extract text and other information from a variety of file types. It’s especially handy if you’re working on Retrieval-Augmented Generatio...

I’ve was on the hunt for an open-source style transfer implementation able to produce the output I saw on the different papers, after trying several implementations and getting underwhelming output...

Hello everyone! I’m happy to share my first impressions of Whisper, OpenAI’s brand-new speech recognition model that was just released. I’ve tested it over the past few days, I can say that Whispe...

As an AI engineer, monitoring your hardware performance is essential—whether you’re training models on a local Mac or running experiments on a remote GPU server. Two powerful command-line tools hav...

Data visualization is far more than a pretty picture. In high-dimensional spaces (like the 784-dimensional MNIST images), a simple numeric accuracy score doesn’t always reveal which classes might b...

When working in two-dimensional space, we typically start by describing vectors in the “standard basis” (the familiar x-y coordinate system). But there are many situations—especially in linear alge...

Vector projection is a fundamental concept in linear algebra that often appears in machine learning, computer graphics, and physics simulations. By projecting one vector onto another, you find th...

In this blog post, we’ll dive into two fundamental operations in vector analysis: the dot product and projection. We will explain each concept with definitions, geometric interpretations, and a pr...

Artificial Intelligence is changing everything from how we live to how we work and even how we think. It is transforming our lives. As a developer, you should be part of it. And this is the right...