KV Cache Is Eating Your VRAM. Here’s How Google Fixed It With TurboQuant.
any time with Transformers, you already know attention is the brain of the whole operation.…
Exploring Bayesian Optimization
Many modern machine learning algorithms have a large number of hyperparameters. To effectively use these…
Dreaming in Cubes | Towards Data Science
that is dear to me (and to many others) because it has, in a way,…
Proxy-Pointer RAG: Structure Meets Scale at 100% Accuracy with Smarter Retrieval
In my previous article, I introduced Proxy-Pointer RAG — a retrieval document structure directly into…
Thread: Differentiable Self-organizing Systems
Thread: Differentiable Self-organizing Systems How can we construct robust, general-purpose self-organising systems? Self-organisation is omnipresent…
Mixed-input matrix multiplication performance optimizations
AI-driven technologies are weaving themselves into the fabric of our daily routines, with the potential…
From Risk to Asset: Designing a Practical Data Strategy That Actually Works
Most data platforms don’t fail with a big bangthey slowly degrade and lose impact. looks…
Self-classifying MNIST Digits
Contents This article is part of the Differentiable Self-organizing Systems Thread, an experimental format collecting…
MobileDiffusion: Rapid text-to-image generation on-device
Text-to-image diffusion models have shown exceptional capabilities in generating high-quality images from text prompts. However,…