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Transformers - Intuitively and Exhaustively Explained
Jan 10, 2025

Transformers - Intuitively and Exhaustively Explained

Exploring the modern wave of machine learning: taking apart the transformer step by step

Daniel Warfield
Daniel Warfield
LLM Routing — Intuitively and Exhaustively Explained
Nov 22, 2024
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LLM Routing — Intuitively and Exhaustively Explained

Dynamically Choosing the Right Language Model on Every Query

Daniel Warfield
Daniel Warfield
Claude’s Computer Use — Intuitively and Exhaustively Explained
Oct 25, 2024

Claude’s Computer Use — Intuitively and Exhaustively Explained

How Anthropic made AI that can control your computer

GPU Accelerated Polars — Intuitively and Exhaustively Explained
Sep 17, 2024

GPU Accelerated Polars — Intuitively and Exhaustively Explained

Fast Dataframes for Big Problems

LangGraph — Intuitively and Exhaustively Explained
Sep 05, 2024
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LangGraph — Intuitively and Exhaustively Explained

Building powerful LLM agents within constraints.

BERT — Intuitively and Exhaustively Explained
Aug 22, 2024
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BERT — Intuitively and Exhaustively Explained

Baking General Understanding into Language Models

AI for the Absolute Novice — Intuitively and Exhaustively Explained
Aug 08, 2024

AI for the Absolute Novice — Intuitively and Exhaustively Explained

From “I’ve never coded” to making an AI model from scratch

Multimodal RAG — Intuitively and Exhaustively Explained
Jul 25, 2024

Multimodal RAG — Intuitively and Exhaustively Explained

Modern RAG for modern models.

Multi-Headed Self Attention — By Hand
Jul 11, 2024

Multi-Headed Self Attention — By Hand

Hand computing the cornerstone of modern AI

CRAG — Intuitively and Exhaustively Explained
Jun 27, 2024
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CRAG — Intuitively and Exhaustively Explained

Defining the limits of retrieval augmented generation

CUDA for Machine Learning — Intuitively and Exhaustively Explained
Jun 13, 2024
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CUDA for Machine Learning — Intuitively and Exhaustively Explained

Parallelized AI from scratch

YOLO — By Hand
Jun 06, 2024

YOLO — By Hand

A breakdown of the math within YOLO

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