AI Today Podcast AI Today Podcast: Generative AI Series: Generative AI & Large Language Models (LLMs) – How Do They Work?
Aug 30, 2023
The hosts dive into the intriguing world of Generative AI and Large Language Models (LLMs). They explain how these technologies generate new data using machine learning techniques. Tokenization and word embeddings are explored for their role in enhancing language understanding. The significance of prompt engineering is highlighted, showing how it can improve model outputs. Plus, the evolution of GPT and ChatGPT is discussed, revealing their rapid adoption and transformative potential in AI. Finally, updates to the CPM AI certification and training program are shared, emphasizing its relevance in the industry.
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Generative AI Overview
- Generative AI creates new data from existing data by learning patterns.
- It's used in chatbots, text generation, image creation, and synthetic data generation.
Transformer Models
- Transformer models process sequential data like text or videos, using attention mechanisms.
- Unlike recurrent neural networks, they weigh the importance of different parts of the sequence.
Large Language Models (LLMs)
- Large Language Models (LLMs) generate human-understandable text from prompts, leveraging transformer models.
- They excel in various applications but have limitations like complexity and potential hallucinations.
