on-device

October 8, 2026

• EmbeddingGemma 2 puts multimodal search inside a phone-sized model

  EmbeddingGemma 2 can run with about 191MB of active RAM for text-only use and 567MB for full multimodal use. It targets local search and intent routing without fine-tuning.

  740M parameters191MB text-only active RAM on Pixel 11 Pro567MB full multimodal active RAM

  on-devicesearchmultimodalopen-weight