{"slug": "google-claims-embeddinggemma-2-outperforms-rival-embedding-models-twice-its-size", "title": "Google claims EmbeddingGemma 2 outperforms rival embedding models twice its size", "summary": "Google released EmbeddingGemma 2, an open embedding model with 740 million parameters that converts text, images, video, audio, and code into vectors and runs on-device using about 191 MB of RAM. According to Google, EmbeddingGemma 2 outperforms some competing embedding models twice its size, and paired with a small open model like Gemma 4 it can power offline RAG apps without sending data to external servers.", "body_md": "Google released EmbeddingGemma 2, an open model with 740 million parameters that converts text, images, video, audio, and code into vectors. It runs on-device, needs only about 191 MB of RAM, and outperforms some competing models twice its size, according to Google. Paired with a small open model like Gemma 4, it can run offline RAG apps without sending data to external servers.\n\nThe article [Google claims EmbeddingGemma 2 outperforms rival embedding models twice its size](https://the-decoder.com/google-claims-embeddinggemma-2-outperforms-rival-embedding-models-twice-its-size/) appeared first on [The Decoder](https://the-decoder.com).", "url": "https://wpnews.pro/news/google-claims-embeddinggemma-2-outperforms-rival-embedding-models-twice-its-size", "canonical_source": "https://the-decoder.com/google-claims-embeddinggemma-2-outperforms-rival-embedding-models-twice-its-size/", "published_at": "2026-10-06 19:47:27+00:00", "updated_at": "2026-10-06 20:17:18.668588+00:00", "lang": "en", "topics": ["artificial-intelligence", "machine-learning", "ai-products", "ai-tools", "large-language-models"], "entities": ["Google", "EmbeddingGemma 2", "Gemma 4"], "also_reported_by": [], "alternates": {"html": "https://wpnews.pro/news/google-claims-embeddinggemma-2-outperforms-rival-embedding-models-twice-its-size", "markdown": "https://wpnews.pro/news/google-claims-embeddinggemma-2-outperforms-rival-embedding-models-twice-its-size.md", "text": "https://wpnews.pro/news/google-claims-embeddinggemma-2-outperforms-rival-embedding-models-twice-its-size.txt", "jsonld": "https://wpnews.pro/news/google-claims-embeddinggemma-2-outperforms-rival-embedding-models-twice-its-size.jsonld"}}