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How Large Language Models (LLMs) Work

Using a real-world example with ChatGPT, learn how LLMs get trained and how gen AI technology works.

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About this course

This micro-course explores how the generative AI functions of Large Language Models (LLMs) work. Following a real-world example of continuing a story, using OpenAI's ChatGPT, we cover how these types of systems get pre-trained and fine-tuned, then go into a detailed review of how generative AI learns to predict the next word for conversational, human-like content generation. 

What's covered
How do LLMs work?
  • Gen AI components
  • Pre-training an LLM
  • Learning relationships and weights
  • LLM network of connections
  • Fine-tuning LLMs with reinforcement learning and human feedback
  • Detailed ChatGPT example
  • Things to be aware of
  • HPE AI solutions

Curriculum16 min

About this course

This micro-course explores how the generative AI functions of Large Language Models (LLMs) work. Following a real-world example of continuing a story, using OpenAI's ChatGPT, we cover how these types of systems get pre-trained and fine-tuned, then go into a detailed review of how generative AI learns to predict the next word for conversational, human-like content generation. 

What's covered
How do LLMs work?
  • Gen AI components
  • Pre-training an LLM
  • Learning relationships and weights
  • LLM network of connections
  • Fine-tuning LLMs with reinforcement learning and human feedback
  • Detailed ChatGPT example
  • Things to be aware of
  • HPE AI solutions

Curriculum16 min

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