Google open-sources EmbeddingGemma 2, a 740M multimodal embedding model that runs in-browser

DynamicWebPaige · x · 2026-10-07

Google released EmbeddingGemma 2, its first open, natively multimodal embedding model. A 740M-parameter model handles text, code, image, video and audio, claims to outperform specialist models twice its size, and pairs with Gemma 4 for offline privacy-first RAG. Weights are live on Hugging Face.

Developers report it runs on-device in the browser via WebGPU with no server or API key, at 20–70ms per query, keeping all data local.

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

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