Machine Learning
Attention Mechanisms: Building Intuition Before the Equations
A conceptual walkthrough of what attention mechanisms actually do, working up from the original translation problem they were built to solve.
3 min read
Tag
NLP
3 articles
Machine Learning
Embeddings, Explained With Minimal Math
What embeddings actually are, why distance in that space means something, and how to reason about them without wading through linear algebra.
3 min read
Machine Learning
The Transformer Architecture, Explained for Engineers
A practical walkthrough of self-attention, multi-head attention, and positional encoding for engineers who need to reason about transformers, not just use them.
3 min read