EmbeddingGemma 2 Launches: First Native Multimodal Embeddings, Apache 2.0, +14% MTEB Code

_philschmid · x · 2026-10-07

EmbeddingGemma 2 is out—Google's first native multimodal embedding model, built on Gemma 4 under Apache 2.0. It embeds 100+ languages, code, images, audio and video into one vector, supports 8,192 context, comes in 740M/440M/570M/270M variants, gains +14% on MTEB Code, and supports Matryoshka dimensions from 768 down to 128. Available via Sentence Transformers and LiteRT-LM.

Related event: Google Open-Sources EmbeddingGemma 2, a Lightweight Native Multimodal Embedding Model(43 posts)→

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