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 EfficiencyEvery Executive's NightmarePicture this: You're running the world's most exclusive restaurant chain. Your head chef is a genius…...

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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 our previous deep dive, we learned that transformers have this amazi…...

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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 years old! 👇Note: When I mention "117 million parameters" …...

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RAG+ Revolution: How Application-Aware Reasoning Transforms AI Knowledge Systems

Paper Review and AttributionThis article is based on the fascinating research paper "RAG+: Enhancing Retrieval-Augmented Generation with Application-Aware Reasoning" by Yu Wang, Shiwan Zhao, Ming Fan, and coll…...

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Graceful Degradation Strategies for GenAI Systems: Enterprise Implementation Framework

IntroductionGraceful degradation ensures systems maintain core functionality even when components fail or face performance issues, rather than experiencing complete system failure. In GenAI and inference systems, this c…...

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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 examples from the previous post and unpacking it in greater depth. The Marke…...

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The Complete Guide to Transformer Architecture: How Modern AI Really Works

1. The Big Breakthrough: Introduction to Transformer ArchitectureTwo weeks after successfully implementing his first transformer model, Alex was hunched over his laptop in the university AI lab, a look of amazement on h…...

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