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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.

Ask Melo about this← all terms

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-AttentionAttention MechanismEncoder-Decoder Model

Where Foundation Model comes up

  • NASA-IBM Lunar Foundation Model: Open-Source AI for Moon Science
  • Genesis AI Eno: first agentic general-purpose robot powered by GENE foundation model
  • Kronos: Open-source foundation model for financial candlesticks accepted at AAAI 2026
  • GlucoFM: Google’s Dual-Stream CGM Foundation Model Explained