Embeddinggemma 2

Facts

Announced

EmbeddingGemma 2, an embedding model that maps text, code, images, video, and audio into one vector space · 2026-10-07

Release

game · 2026-10-07 · 2026-10-07

Noted

It has 740 million parameters, an 8K-token context window, and output vectors that developers can shorten from 768 dimensions to 512, 256, or 128. · 2026-10-07

Noted

Google says text-only weights need about 191MB of active RAM on a Pixel 11 Pro. · 2026-10-07

Noted

The pitch is local: a multimodal embedder small enough to hold its working memory to roughly 191MB for text on a phone is aimed at on-device search and retrieval-augmented generation, where the vector index sits on the hardware instead of a server. · 2026-10-07

Connections

Produces of

google

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