Google DeepMind launched Nano Banana 2 Lite and Gemini Omni Flash for developers. These lightweight models prioritize low latency and efficiency for edge deployment. The release offers a smaller footprint for mobile applications. Practitioners can now integrate these specific versions into resource-constrained environments to reduce inference costs and improve response times.