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Home/Glossary/Feature Store
AI Glossary Term

What does “Feature Store” mean?

Definition

A managed system for storing and serving validated ML features consistently for training and inference.

Related terms

Feature Extraction
Converting raw data into informative features that a model can use.
Flash Attention
An optimized attention algorithm that reduces memory use and speeds up transformer training and inference.
Feature
An input variable used by a model to make predictions.
Feature Engineering
Designing or transforming input variables to make learning easier and more effective.
Fine-Tuning
Continuing training on domain-specific data to adapt a pre-trained model to a specific task.
AGI (Artificial General Intelligence)
A hypothetical AI system that can perform most intellectual tasks at a human level across many domains.

Learn more in our free guides

Linear Probing and Frozen Feature EvaluationFeature Engineering Pipelines and Data VersioningOnline and Offline Feature Serving SkewFeature Pyramid Networks

See also

Eval HarnessGroundednessEmbedding ModelGuarded DecodingDistilled ModelHuman Preference ModelDifferential PrivacyInference Endpoint
PreviousEval HarnessNextGroundedness
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