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Classroom Contents
A Practical Guide to Large Language Models in Azure and Azure OpenAI
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- 1 Intro
- 2 What are LLMs
- 3 History of ML
- 4 Why LLMs are important
- 5 Foundation models
- 6 GPT models
- 7 GPTx models
- 8 Azure OpenAI example
- 9 Design considerations
- 10 Finetuning
- 11 Embedding
- 12 Search
- 13 Questions
- 14 Why OpenAI
- 15 Choosing the best model
- 16 Pause
- 17 GPT4 use cases
- 18 How easy is it to integrate
- 19 How does OpenAI use ML
- 20 How to make ML simpler
