AI Glossary
representation
Embedding
Definition
Embedding converts discrete tokens or words into dense, continuous vector representations in a high-dimensional space, capturing semantic and syntactic relationships. These vectors enable models to perform mathematical operations on language, forming the basis for downstream processing.
Models Using Embedding(12)
Amazon Nova Multimodal Embeddings2025-12NV-EmbedCode 7B v12025-06Llama 3.2 NV EmbedQA 1B v22025-03Gemini Embedding 2 Preview2024-09Multimodal Embeddings2024-08Perplexity pplx-embed-v12024-05InternLM XComposer2 VL 7B2024-04Amazon Titan Embeddings G1 - Text2024-04Aya 23 35B2024-02XuanYuan 6B2024-02OLMo 7B2024-02OLMo 7B Twin-2T2024-02