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Google DeepMind releases EmbeddingGemma 2, a lightweight open multimodal embedding model

EmbeddingGemma 2: an open, lightweight multimodal embedding model

Who
google
When

What happened

Google DeepMind released EmbeddingGemma 2, a 740M-parameter open model based on the Gemma 4 architecture and licensed under Apache 2.0. It maps text, images, audio, and video into a shared embedding space.

Why it matters

EmbeddingGemma 2 maps text, images, audio, and video into one embedding space and reports concrete on-device memory and vector truncation figures, helping assess local multimodal retrieval.

Reported by 4 sources

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