> ## Documentation Index
> Fetch the complete documentation index at: https://notes.kodekloud.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Course: KServe Fundamentals: Serving ML Models on Kubernetes

> Guide to deploying and operating generative and predictive ML models on Kubernetes using KServe, including installation, InferenceService and LLMISvc, serving patterns, and troubleshooting

Notes for the **KServe Fundamentals: Serving ML Models on Kubernetes** course: 11 lessons across 4 sections.

## Foundations

* [Introduction](/docs/KServe-Fundamentals-Serving-ML-Models-on-Kubernetes/Foundations/Introduction/page.md)
* [What Is Model Serving](/docs/KServe-Fundamentals-Serving-ML-Models-on-Kubernetes/Foundations/What-Is-Model-Serving/page.md)
* [KServe Architecture](/docs/KServe-Fundamentals-Serving-ML-Models-on-Kubernetes/Foundations/KServe-Architecture/page.md)
* [Demo Installing KServe](/docs/KServe-Fundamentals-Serving-ML-Models-on-Kubernetes/Foundations/Demo-Installing-KServe/page.md)

## Serving a Generative Model

* [The InferenceService Manifest](/docs/KServe-Fundamentals-Serving-ML-Models-on-Kubernetes/Serving-a-Generative-Model/The-InferenceService-Manifest/page.md)
* [Serving a Quantized Qwen Model](/docs/KServe-Fundamentals-Serving-ML-Models-on-Kubernetes/Serving-a-Generative-Model/Serving-a-Quantized-Qwen-Model/page.md)
* [Calling the Model](/docs/KServe-Fundamentals-Serving-ML-Models-on-Kubernetes/Serving-a-Generative-Model/Calling-the-Model/page.md)
* [Demo Deploying and Calling the Qwen Model](/docs/KServe-Fundamentals-Serving-ML-Models-on-Kubernetes/Serving-a-Generative-Model/Demo-Deploying-and-Calling-the-Qwen-Model/page.md)

## Serving a Predictive Model

* [What Changes With Predictive Models](/docs/KServe-Fundamentals-Serving-ML-Models-on-Kubernetes/Serving-a-Predictive-Model/What-Changes-With-Predictive-Models/page.md)
* [Demo Serving a Text Classifier](/docs/KServe-Fundamentals-Serving-ML-Models-on-Kubernetes/Serving-a-Predictive-Model/Demo-Serving-a-Text-Classifier/page.md)

## Troubleshooting Basics

* [Demo Reading InferenceService Status](/docs/KServe-Fundamentals-Serving-ML-Models-on-Kubernetes/Troubleshooting-Basics/Demo-Reading-InferenceService-Status/page.md)


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