Organize Your Prompt Engineering with CometLLM
Introduction Prompt Engineering is arguably the most critical aspect in harnessing the power of Large Language Models (LLMs) like ChatGPT. Whether…
Explainable AI: Visualizing Attention in Transformers
In this article we explore one of the most popular tools for visualizing the core distinguishing feature of transformer architectures:…
Compare Object Detection Models From TorchVision
Introduction Object detection is one of the most popular applications of machine learning for computer vision. A detection model predicts…
Comet + Snowflake: A Powerful Combination for Better Reproducibility and Visibility Into Your ML Workflow
Companies around the world use Snowflake to securely store, manage and process their data at scale. Teams and organizations who…
Powering Anomaly Detection for Industry 4.0
What is Industry 4.0? You’ve probably heard the buzz: Industry 4.0 is revolutionizing the way companies manufacture, develop and distribute their…
Debugging Image Classifiers With Confusion Matrices
Introduction We often rely on scalar metrics and static plots to describe and evaluate machine learning models, but these methods…
How to Monitor a Fraud Detection Model In Production
In this blog post we will leverage Comet’s Model Production Monitoring tool to monitor one of the most popular types…