Top Large Language Models (LLMs): GPT-4, LLaMA 2, Mistral 7B, ChatGPT, and More

The blog post discusses the rapid evolution of the language modeling space since the introduction of the transformer architecture in 2017 and highlights various notable large language models (LLMs) from different organizations. Models like GPT-4 and ChatGPT from OpenAI, LLaMA from Meta AI, and FALCON from the Technology Innovation Institute, among others, are examined for their unique features, sizes, and use cases. The post emphasizes the importance of instruction-following LLMs, which differ from task-specific models, in performing a wide range of tasks based on user instructions. The article also touches on Vectara's role in utilizing LLMs to enhance search experiences by providing semantic and contextually relevant results, ultimately aiming to transform how users interact with large volumes of business data.