by | Jul 10, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Privacy Risks of Large Language Models (LLMs)Continue reading on Towards Data Science » Privacy Risks of Large Language Models (LLMs)Continue reading on Towards Data Science » enterprise-ai, large-language-models, compliance, generative-ai-solution, privacy Towards...
by | Jul 10, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Practical insights and analysis from experiments with MMLU-ProIntroductionDeveloping AI agents that can, among other things, think, plan and decide with human-like proficiency is a prominent area of current research and discussion. For now, LLMs have taken the lead as...
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...
