Google Publishes Technical Report for 740M-Parameter Omni-Modal EmbeddingGemma 2

tomaarsen · x · 2026-10-28

Google's EmbeddingGemma team has published the technical report for EmbeddingGemma 2, 'Unified and Efficient Multimodal Representations.' At just 740M parameters, its omni-modal nature and pareto-optimal performance make it one of the most exciting recent embedding releases. Sentence Transformers author tomaarsen plans to mine the report for techniques to port into his own models, and appears in the acknowledgements alongside Raia Hadsell and Zoubin Ghahramani.

Related event: Google Open-Sources EmbeddingGemma 2, a 744M Omni-Modal Embedding Model(6 posts)→

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