The EmbeddingGemma 2 tech report is officially live!
We are sharing the full architecture, training recipe, and ablations behind our 740M open multimodal embedding model.
Inside the paper:
🌐 Unified representations for text, code, images, audio, and video
📈 How it outperforms specialist and general models up to 12x larger
⚡ On-device efficiency: modular encoders, Matryoshka dims, and int4 quantization (down to 567MB)
Read the full report: https://arxiv.org/abs/2610.37364