Caesar AI Atlas

Foundation Model Operations (FMOps)

Also known as: Foundation Model Operations (FMOPs) · FMOPs · Foundation Model Operations FMOPs

Caesar AI Atlas Definition

Foundation Model Operations, или FMOps, — операционная дисциплина развертывания, адаптации, мониторинга и управления foundation models в production-среде. Она расширяет практики MLOps для учета специфических вопросов foundation models, таких как управление промптами, fine-tuning, оценка, безопасность, стоимость и контроль жизненного цикла.

Other Definitions

Foundation Model Operations (FMOps) Source

FMOps expands upon the capabilities of MLOps and focuses on the efficient productionization of pre-trained (trained from scratch) or customized (fine-tuned) FMs.

Concept Comparisons

ArchitectureAi Governance

MLOps vs Foundation Model Operations [FMOPs]

A side-by-side comparison of MLOps and Foundation Model Operations [FMOPs]. Understand how the terms differ, when each applies, and what the distinction means for AI governance, system design, or assurance evidence.

Related Terms

ОценкаFoundation Model (Базовая модель)Fine-tuning (Тонкая настройка)MLOpsБезопасностьФункция стоимости