90% of NLP Progress in Recent Years: Here's How to Build Your Own AI

In the rapidly evolving field of Natural Language Processing (NLP), Large Language Models (LLMs) have become the pinnacle of AI technology. These models have transformed NLP, enabling applications that can generate, translate, and interpret text with human-like proficiency. This article delves into the process of creating an LLM from scratch, highlighting the significant strides made in NLP. The tutorial is divided into two parts, focusing on Deep Learning techniques for NLP. The impact of these advancements is profound, with LLMs now capable of producing text that rivals human quality, translating languages, and even generating text from visual inputs. The journey from basic NLP methods to today’s sophisticated LLMs showcases an extraordinary evolution in AI capabilities.

Source: towardsdatascience.com