Charting LLMOps Odyssey // Yinxi Zhang @ Databricks // AI in Production Talk

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//Abstract
In this presentation, Yinxi Zhang navigates the iterative development of Large Language Model (LLM) applications and the intricacies of LLMOps design. They emphasize the importance of anchoring LLM development in practical business use cases and a deep understanding of one's own data. Continuous Integration and Continuous Deployment (CI/CD) should be a core component for LLM pipeline deployment, just as in Machine Learning Operations (MLOps). However, the unique challenges posed by …

abstract applications brand business cases databricks design development importance iterative language language model large language large language model llm llm development llmops partner practical presentation production talk use cases