Beginner Platform Tutorials#

The following tutorials are for data scientists and AI application developers to explore the end-to-end capabilities of the NeMo microservices platform. The tutorials demonstrate how to set up a complete data flywheel by using NeMo microservices to customize and evaluate large language models (LLMs) and add safety checks.

Note

Before you begin, complete Demo Cluster Setup on Minikube.

Deploy a NIM microservice

Learn how to deploy a NIM microservice for Llama 3.1 8B Instruct with NeMo Deployment Management.

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Deploy NIM for Llama 3.1 8B Instruct

Design Synthetic Data

Learn how to generate synthetic data from scratch or seeds using NeMo Data Designer.

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NeMo Data Designer Tutorials

Customize and Evaluate LLMs

Learn how to customize and evaluate the Llama 3.1 8B Instruct model.