Posts
Here you can find all my blog posts about technology, development, and more.
- LightRAG: The Evolution of Graph-Based RAG Systems A few weeks ago I wrote about GraphRAG and how it changed the way we think about information retrieval using knowledge graphs. It was a huge advancement because it …
- From Local to Global: A Deep Dive into GraphRAG RAG (Retrieval-Augmented Generation) has established itself as the industry standard for mitigating hallucinations in Large Language Models (LLMs) by injecting reliable …
- Masked Autoencoders: When Suffering Builds Character Imagine trying to learn a language by only seeing 25% of each sentence. That sounds like a terrible idea, right? Yet this is exactly what Vision Transformer Masked …
- Precision and Quantization for Training LLMs at Scale To train models at scale you need a solid grip on a handful of ideas that decide both speed and stability. This walkthrough focuses on numeric precision, data …