Word Embeddings

EmbeddingGemma 2 launched on October 6, 2026 under Apache 2.0. It is a sub-1B model built on Gemma 4 that maps text, code, images, video and audio into one 768-dimensional space.  This article covers the architecture, the benchmarks, and runnable scripts to provide measured results.  Specifications Specification EmbeddingGemma 2 Base model Gemma 4 License Apache