Every LLM Uses ROPE. Nobody Shows You the Actual Matrix Multiplication. Let’s Fix That.
Continue reading on Towards AI »
ai, Artificial Intelligence, data-science, embedding, math
math
ai, Machine Learning, math, openai, scalability
Ilya Left OpenAI.
November 2023. Ilya Sutskever voted to fire Sam Altman.Continue reading on Towards AI »
Artificial Intelligence, data-science, Machine Learning, math, transformers
XGBoost Has Been King for 20 Years.
From Bayesian inference to synthetic priors to in-context learning — every building block, every equation, every reason it should not work…Continue reading on Towards AI »
ai, Artificial Intelligence, hands-on-tutorials, math, transformers
Hand Tracing Transformer Architecture like Good Old days
Alammar showed the shapes. Karpathy showed the code. Nobody has shown the actual arithmetic — every multiplication, every addition — by…Continue reading on Towards AI »
architecture, Artificial Intelligence, data-science, llm, math
How Attention Residuals Fixed the 60-Year Residual Connection Problem
Attention conquered sequences in 2017. In 2024, it conquered depth. Here’s why every layer should attend to every previous layer.Continue reading on Towards AI »
ai, Artificial Intelligence, data-science, llm, math
Your one-stop shop for all Attention you probably have seen till 2026
One equation changed everything in 2017. Here’s the complete taxonomy of what came after — and what’s killing it right now.Continue reading on Towards AI »