Foundation Models Explained | Generative AI

In this video, we delve into the fascinating world of Foundation Models (FMs) and Large Language Models (LLMs), exploring their capabilities and applications.

We discuss how FMs serve as versatile toolboxes, providing a solid foundation for various tasks, while LLMs offer specialized toolkits tailored to language-related tasks. Learn about the benefits of specialized models and the concept of right-sizing models for optimal performance.

We also examine the diverse specializations of FMs, including multimodal models and industry-specific models in Hugging Face. Discover the accessibility and democratization of AI through open-source FMs and the challenges associated with their abundance.

We will briefly talk about Amazon Bedrock, which is a powerful tool that can help developers and organizations leverage the power of foundation models.

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Timestamps -
00:00 - Introduction
01:15 - Traditional AI Models
01:50 - Foundation Model
04:49 - Large Language Model
06:40 - Massive Pre Training
08:20 - Key Takeaways
08:43 - Diverse Specializations
09:12 - Accessibility & Democritazition of AI
10:13 - Multi-Modal Models
10:56 - Amazon Bedrock

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[nityakishora]

Improve the audio please, buy a good mic, too much eco

[bilalhashmishah]

Your explanation was incredibly helpful. You made a complex topic very easy to understand

[jakeadams]

One of the best explanatory vids I've ever seen in the AI space... thank you for your time and effort.