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Getting Started with Language Models: Prompting, RAG, and Fine-tuning

How do you get a large language model to do what you need it to do? Do you need to fine-tune a model? How do you get started fine-tuning a model? We'll be talking about how language models work under the hood, how prompts are constructed, how to fine-tune (and if you need to), and how to get started building applications. This talk will survey a broad range of techniques for using language models to get you started going in the right direction for building your application.