Decoding FP32, FP16, FP8, INT8 & INT4: The Master Chef's Guide to AI Efficiency
The Master Chef's Dilemma: Understanding Precision in a World of Efficiency Every Executive's Nightmare Picture this: You're running the wo…...
Showing posts with label machine learning. Show all posts
Mixture of Experts (MoE): The Specialist Consultant Revolution 🏢
Building on our transformer story - if you haven't read the complete transformer guide yet, check it out first! Remember Our Transformer Story? In…...
How Transformers Actually Work: The Complete Simple Guide 🤖
Ever wondered how ChatGPT, Claude, or GPT-4 actually understand and generate text? Let me break down the magic behind transformers like you're 12…...
RAG+ Revolution: How Application-Aware Reasoning Transforms AI Knowledge Systems
Paper Review and Attribution This article is based on the fascinating research paper "RAG+: Enhancing Retrieval-Augmented Generation with Applica…...
Graceful Degradation Strategies for GenAI Systems: Enterprise Implementation Framework
Introduction Graceful degradation ensures systems maintain core functionality even when components fail or face performance issues, rather than experi…...
Agentic AI: Using a Buzzword to Justify Premium Charges to Uninformed Buyers
Since my original post took off, quite a few of you have reached out asking for more detailed examples. So today, I’m diving into one of those exampl…...