Google launches EmbeddingGemma 2: on-device multimodal embeddings with +14% on MTEB Code

DynamicWebPaige · x · 2026-10-07

Google released EmbeddingGemma 2, an open Apache 2.0 embeddings model for on-device use covering code, image, video, audio and text. Key specs: modular footprint from 270M (text/code) up to 740M full multimodal, Matryoshka embeddings truncatable to 128d for 6x storage savings, and +14% on MTEB Code vs v1. Demos and a developer guide are live on Hugging Face.

Related event: Google Open-Sources EmbeddingGemma 2, First Native Multimodal Embedding Model(37 posts)→

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