Gemini
This article explores the open-source implementation of Gemini, a multi-modal transformer model processing inputs from text, images, audio, and videos. Its architecture directly integrates image embeddings into the transformer, bypassing visual encoders for improved efficiency and mirroring Fuyu's architecture with a broader scope. The model initially focuses on optimizing image embeddings, with plans to incorporate audio and video. Techniques like flash attention and qk norm enhance performance for potential production use. For implementation discussions, consider joining the Agora Discord community.
