You're reading from Enterprise GENERATIVE AI Well-Architected Framework & Patterns

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Published inApr 2024

PublisherPackt

ISBN-139781836202912

Edition1st Edition

Concepts

Artificial Intelligence

Author (1)

Suvoraj Biswas

What is a Large Language Model?

A Large Language Model or LLM , denotes an AI system or a Machine Learning program that operates within the context of natural languages. This system can either take natural language as input prompts or generate content in natural language as output. Using neural networks and leveraging substantial GPU computing power, this system is designed to understand and predict content in natural language. It accomplishes this feature by comprehending the contextual meaning of the input and effectively crafting an output in natural language.

Some well known LLMs are OpenAI's GPT-3.5 and GPT-4 , Meta's LLama and LLama2 , as well as Google's PaLM and PaLM2 . It is important to understand that ChatGPT or Google's Bard are not Large Language Models. These...

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Author (1)

Suvoraj Biswas

Suvoraj Biswas is a Subject Matter Expert and thought leader in the Enterprise GENERATIVE AI and it's Architecture & Governance. Professionally, he works as a Solution Architect at a prominent Fortune 500 financial corporation. With an extensive Enterprise IT background spanning over 19+ years in countries like India, United States and Canada, he has held architectural positions & DevOps/DevSecOps Consultant at renowned companies like Thomson Reuters, IBM and Global Relay. Throughout his professional journey, he has amassed considerable expertise across diverse IT domains, specializing in the design of secure and scalable Enterprise systems, facilitating multi-Cloud adoption and migration, and driving digital transformation initiatives. He has overseen end-to-end solution development and the execution of large-scale Enterprise projects, leveraging advanced and specialized technologies including SAAS platform engineering, AWS cloud migration, Generative AI adoption & implementation and building smart IoT based platform.
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