deploys convolutional and transformer-based generative models as microservices on Kubernetes. You can create and deploy your generative microservices that can produce high-quality images, text, audio, or video content on demand.
Table of contents
What are generative models?Why deploy generative models as microservices?Containerize PyTorch and TensorFlow models for GPU-accelerated inferenceImplement canary deployments for gradual generative model updatesAutomate continuous retraining of generative models with new dataIntegrate generative microservices into disaster recovery workflowsConclusion8 Impressions