How Meta Animates Billions of AI-generated Images

Meta engineered their AI image animation feature to handle billions of requests globally by optimizing diffusion models through half-precision computing, efficient attention mechanisms, and step distillation techniques. They reduced processing from 32 steps to 8 while maintaining quality. The infrastructure challenges required sophisticated traffic management with region-aware routing, capacity modeling, and retry storm prevention to achieve low latency at planetary scale.