by | Jul 10, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Towards Monosemanticity: A Step Towards Understanding Large Language ModelsUnderstanding the mechanistic interpretability research problem and reverse-engineering these large language modelsContextOne of AI researchers’ main burning questions is understanding...
by | Jul 10, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Unveiling MetadynamicsA beginner’s guide to mastering PLUMED (Part 1 of 3)DALL-E-generated cover imageIn computational chemistry and molecular dynamics (MD), understanding complex systems sometimes requires analysis beyond what is provided by your MD engine or a...
by | Jul 10, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
A deep dive into LLM quantization and techniquesPhoto by Siednji Leon on UnsplashLLMs on CPU? Yes, you heard it right. From handling conversations to creating its own images, AI has come a long way since its beginnings. But it came with a bottleneck. As the models...
by | Jul 10, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Hungarian Algorithm in Action! Image by author.This article provides a step-by-step example of how the Hungarian algorithm solves the optimal assignment problem on a graphThe reason I am writing this article is because I struggled for a few days to understand how the...
by | Jul 10, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Ensuring distributional integrity in splits of small datasetsGenerated with Microsoft DesignerWe all require to sample our population to perform statistical analysis and gain insights. When we do so, the aim is to ensure that our sample’s distribution closely matches...
by | Jul 10, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
A beginner-friendly tutorial on generating your own data for analysis and testingPhoto by Alexandru-Bogdan Ghita on UnsplashImagine you just coded a machine learning model and need to test it on specific scenarios, or you are publishing an academic paper about a...
