https://adamkarvonen.github.io/machine_learning/2024/06/11/sae-intuitions.html An Intuitive Explanation of Sparse Autoencoders for LLM InterpretabilityAdam KarvonenJun 11, 2024 “Sparse Autoencoders (SAEs) have recently become popular for interpretability of machine learning models…”
What I Read: LLMs, School Math
https://towardsdatascience.com/understanding-llms-from-scratch-using-middle-school-math-e602d27ec876?gi=551c5bfd7f21 Understanding LLMs from Scratch Using Middle School MathRohit PatelOct 19, 2024 “In this article, we talk about how Large Language Models (LLMs) work, from scratch — assuming only that
What I Read: embedding models
https://unstructured.io/blog/understanding-embedding-models-make-an-informed-choice-for-your-rag Understanding embedding models: make an informed choice for your RAGMaria KhalusovaAug 13, 2024 “How do you choose a suitable embedding model for your RAG application?”