KServe is a Kubernetes-based platform for serving machine learning models. It simplifies production model serving with features like GPU Autoscaling, Scale to Zero, and Canary Rollouts. It supports various ML frameworks, offering a standardized inference protocol and leverages ModelMesh for scalability and intelligent routing.

KServe provides a simple, pluggable solution for production ML serving, covering prediction, pre/post processing, monitoring, and explainability. It is widely adopted for its scalability, standards-based approach, and advanced deployment options like canary rollouts and ensembles.

Not Reviewed/Verified Yet By Marktechpost. Please get in touch with us at Asif@marktechpost.com if you are the product owner.
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Manya Goyal

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