Author(s): Anay Dongre Originally published on Towards AI. Diffusion Over Autoregression Image from Paper Introduction For years, autoregressive models (ARMs) have dominated large language models (LLMs), predicting tokens one at a time in a left-to-right fashion. But what if there’s a more …

Author(s): Anay Dongre Originally published on Towards AI. LLaMA Architecture: A Deep Dive into Efficiency and Mathematics In recent years, transformer-based large language models (LLMs) have revolutionized natural language processing (NLP). Meta AI’s LLaMA (Large Language Model Meta AI) stands out as …