The New Stack and Ops for AI (OpenAI Dev Day 2023): Difference between revisions

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== [[LLM Ops]]: A New Discipline in [[AI]] Development ==
== [[LLM Ops]]: A New Discipline in [[AI]] Development ==
[[Large Language Model Operations (LLM Ops)]] is an emerging discipline focused on the operational management of [[LLMs]]. It encompasses practices and infrastructure for monitoring, optimizing performance, ensuring security and compliance, and facilitating collaboration between teams. [[LLM Ops]] is crucial for scaling applications to meet the demands of a growing user base.
[[Large Language Model Operations (LLM Ops)]] is an emerging discipline focused on the operational management of [[LLMs]]. It encompasses practices and infrastructure for monitoring, optimizing performance, ensuring security and compliance, and facilitating collaboration between teams. [[LLM Ops]] is crucial for scaling applications to meet the demands of a growing user base.
== Conclusion ==
The journey from prototype to production in [[AI applications]] requires a comprehensive approach, balancing user experience, model consistency, performance evaluations, and scalability. As [[AI]] continues to evolve, so does the need for robust frameworks and practices to ensure the successful integration of these technologies into real-world applications.
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