August 2024
Intermediate
36m
English
Overview
Building An LLM Server
Course Description
In this course, you will learn how to set up a GPU Server on your own infrastructure, download open source models, and build applications with those models programmatically and with Agents.
Course Learning Objectives- Understand the GPU/LLM Market
- Get access to a virtual machine equipped with a GPU
- Set up Local LLMs with LM Studio
- Get Open-Source Models
- Run a Local LLM Server
- Use that LLM to power an App
- Use LLM Agents
Lesson 1: Intro/Overview
1.0_Meet-your-Course-Instructor-Derek-Wales 1.1_Lesson-Overview 1.2_GPU-Market 1.3_Vultr-Overview-and-Getting-Access 1.4_Summary
Lesson 2: LLM Server Set Up
2.0_Lesson-Overview 2.1_Connecting-w-RealVNC 2.2_Orientation-Downloading-a-Model-Starting-a-Server 2.3_Summary
Lesson 3: Building a Local Chat Application
3.0_Lesson-Overview 3.1_Setting-Up-The-Programming-Environment 3.2_Building-an-LLM-Chat-App 3.3_Summary
Lesson 4: Using AutoGen
4.0_Lesson-Overview 4.1_What-Are-Agents-AutoGen 4.2_Setting-Up-AutoGen-w-your-LLM-Server 4.3_Building-your-first-app-with-AutoGenUI 4.4_Summary
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