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Cloudera AI Inference Service Enables Easy Integration and Deployment of GenAI Into Your Production Environments
- The Cloudera AI Inference service is a deployment environment that enables you to integrate and deploy generative AI (GenAI) and predictive models into your production environments, incorporating Cloudera's enterprise-grade security, privacy, and data governance.
- Cloudera AI Inference service is highly scalable, secure, and high-performance deployment environment for serving production AI models and related applications.
- The service is targeted at the production-serving end of the MLOPs/LLMOPs pipeline.
- Cloudera AI Inference is a new, purpose-built service for hosting all production AI models and related applications
- The Cloudera AI Inference service provides secure and scalable deployment for pre-trained GenAI models.
- It also has strong authentication and authorization capabilities, fast recovery from failures, and easy to operate rolling updates.
- With tooling such as Prometheus and Istio, users can monitor the system and model performance.
- Users can train, fine-tune machine learning models in the AI Workbench, and deploy them to the Cloudera AI Inference service for production use cases.
- The Cloudera AI Inference service is designed to handle model deployment automatically and can efficiently orchestrate hundreds of models and applications and scale each deployment to hundred of replicas dynamically.
- The service complements the Cloudera AI Workbench which is mainly used for exploration, development, and testing phases of the MLOPs workflow.
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