The Gradient: Perspectives on AI cover image

Shreya Shankar: Machine Learning in the Real World

The Gradient: Perspectives on AI

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The Evolution from MLOps to LLMOps and FMOps

Discussion on the differences between traditional MLOps and the new buzzwords LLMOps and FMOps, and how management of artifacts, machines, and environments is affected. They highlight that while LLMOps and FMOps simplify model access through APIs, the overall workflow remains consistent.

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