Multimodal Model

Intermediate

Models that process or generate multiple modalities, enabling vision-language tasks, speech, video understanding, etc.

Full Definition

Models that process or generate multiple modalities, enabling vision-language tasks, speech, video understanding, etc.

Keywords

text+image+audio

Domains

Foundations & Theory

Related Terms

NLP related to

AI subfield dealing with understanding and generating human language, including syntax, semantics, and pragmatics.

 Objective Surface related to

Visualization of optimization landscape.

 Local Minimum related to

Minimum relative to nearby points.

 Global Minimum related to

Lowest possible loss.

 Memory related to

Mechanisms for retaining context across turns/sessions: scratchpads, vector memories, structured stores.

 Orchestration related to

Coordinating tools, models, and steps (retrieval, calls, validation) to deliver reliable end-to-end behavior.

 Function Calling related to

Constraining model outputs into a schema used to call external APIs/tools safely and deterministically.

 Structured Output related to

Forcing predictable formats for downstream systems; reduces parsing errors and supports validation/guardrails.

Concept Map

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