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  5. Foundation Model
Model Architectures

Foundation Model

A foundation model is a broadly trained model that can be adapted or prompted for many downstream tasks.

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It learns reusable representations from large and varied training data rather than being built for one narrow prediction target. Fine-tuning, retrieval, prompting, or task-specific heads can specialize its general capabilities.

Related terms

Sparse AttentionState Space ModelAutoencoderCross-Attention