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Demystifying AI Foundation Models: A Comprehensive Guide to Large Language Models, ChatGPT, and Beyond

Introduction With the advent of modern deep learning algorithms and architectures, AI has made remarkable progress in the realms of computer vision and language. AI can now process, translate, and generate human-grade images and text. The latest advances are occurring in the realm of language and text, where AI models are inching closer to planning and reasoning. Of course, by now you’ve probably heard of ChatGPT. ChatGPT is a type of Large Language Model (LLM), and ever since its release, it has taken the world by storm. LLMs are incredibly powerful and can perform a variety of tasks ranging from

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