Abstraction

In the context of ModelOps, abstraction refers to the process of replacing specific implementation details of a model with generalized, standardized representations. This enables consistent deployment and management of models, regardless of their source, type, or underlying tools. Abstraction simplifies integration by focusing on the essential elements needed to operate the model—such as inputs, outputs, metadata, and dependencies—while hiding unnecessary complexity.

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