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KServe

This doc is for kserve beginners who just start to learn so it would have a detail explanation. Each topic will be presented in 10mins. The presentation will be the "simple question & answer" style.

Topic

  • Overview KServe
  • ModelMesh Overview
    • What is ModelMesh?
    • What we need ModelMesh?

Installation

Openshift cluster

Upstream KServe

Reference

Source

Serving Type (https://velog.io/@ifelifelse/Model-Serving)

  • Online Serving
  • Batch Serving

Examples https://github.com/kserve/kserve/tree/master/docs/samples

SDK를 이용하여 배포하기 https://kangwoo.kr/category/machine-learning/kubeflow/serving/kfserving/

http api https://github.com/kserve/kserve/blob/master/docs/predict-api/v2/required_api.md#httprest

openvino https://blog.openvino.ai/blog-posts/kserve-api