Tag: autoregressive

Executive Overview: The Paradigm Shift For decades, the foundation of the modern internet has been the "index"—a vast, searchable catalog that allowed machines to retrieve information in a two-stage process: fast retrieval followed by accurate reranking. However, a landmark research...

Executive Overview The deployment of Large Language Models (LLMs) and transformer architectures has transitioned from an academic pursuit to a cornerstone of modern software engineering. However, developers transitioning from training transformer models in PyTorch to running them in production frequently...