Lilly Tech Systems
Private LLM Deployment
Learn how to deploy and manage private Large Language Models within your enterprise infrastructure for maximum data privacy, security, and control.
Your Learning Path
Follow these lessons in order, or jump to any topic that interests you.
1. Introduction
Why enterprises need private LLMs, key benefits, and deployment approaches for data-sensitive organizations.
2. Infrastructure Planning
GPU clusters, networking, storage, and capacity planning for private LLM infrastructure.
3. Model Selection
Choose the right open-source LLM for your use case including Llama, Mistral, and specialized models.
4. Serving with vLLM & TGI
Deploy LLMs efficiently using vLLM and Text Generation Inference serving frameworks.
5. Security & Compliance
Implement security controls, access management, audit logging, and compliance frameworks.
6. Best Practices
Production best practices for monitoring, scaling, cost optimization, and operational excellence.