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LLMs Application Solution Lifecycle: Development, validation and implementation
Dec 11, 2024
Practitioners Stage
Practitioners Stage
- This panel will examine the lifecycle of LLM solutions, covering development, validation, and implementation, with a focus on leadership frameworks and critical success factors. Key topics include data encoding (chunking, tokenization, embedding), model selection, and fine-tuning for optimal performance. We will explore the evolution of prompt engineering and RAG to improve accuracy and timeliness, as well as scaling challenges through APIs, agents, and orchestration. The discussion will conclude with strategies for managing risk-adjusted performance throughout the solution lifecycle.
Speakers
Session Type
Panel Discussion
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