Applied Generative AI for Beginners: Practical Knowledge on Diffusion Models, ChatGPT, and Other LLMs

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2023

A. Kulkarni et al.Applied Generative AI for Beginnershttps://doi.org/10.1007/978-1-4842-9994-4_2

2. Evolution of Neural Networks to Large Language Models

Akshay Kulkarni¹  , Adarsha Shivananda², Anoosh Kulkarni¹ and Dilip Gudivada³

(1)

Bangalore, Karnataka, India

(2)

Hosanagara, Karnataka, India

(3)

Bangalore, India

 

Over the past few decades, language models have undergone significant advancements. Initially, basic language models were employed for tasks such as speech recognition, machine translation, and information retrieval. These early models were constructed using statistical methods, like n-gram and hidden Markov models. Despite their utility, these models ...